Quantum Physics Paper Analysis

This page provides AI-powered analysis of new quantum physics papers published on arXiv (quant-ph). Each paper is automatically evaluated using AI, briefly summarized, and assessed for relevance across four key areas:

  • CRQC/Y2Q Impact – Direct relevance to cryptographically relevant quantum computing and the quantum threat timeline
  • Quantum Computing – Hardware advances, algorithms, error correction, and fault tolerance
  • Quantum Sensing – Metrology, magnetometry, and precision measurement advances
  • Quantum Networking – QKD, quantum repeaters, and entanglement distribution

Papers flagged as CRQC/Y2Q relevant are highlighted and sorted to the top, making it easy to identify research that could impact cryptographic security timelines. Use the filters to focus on specific categories or search for topics of interest.

Updated automatically as new papers are published. It shows one week of arXiv publishing (Sun to Thu). Archive of previous weeks is at the bottom.

Archive: Jan 18 - Jan 22, 2026 Back to Current Week
157 Papers This Week
535 CRQC/Y2Q Total
4717 Total Analyzed

Reducing TLS loss in tantalum CPW resonators using titanium sacrificial layers

Zachary Degnan, Chun-Ching Chiu, Yi-Hsun Chen, David Sommers, Leonid Abdurakhimov, Lihuang Zhu, Arkady Fedorov, Peter Jacobson

2601.16369 • Jan 22, 2026

CRQC/Y2Q RELEVANT QC: high Sensing: medium Network: low

This paper presents a method to significantly improve the quality of tantalum-based superconducting resonators by using an ultrathin titanium layer that chemically modifies the tantalum oxide surface, reducing energy loss from two-level systems and achieving over 3x improvement in device performance.

Key Contributions

  • Demonstrated 3x improvement in quality factors of tantalum resonators using titanium sacrificial layers
  • Identified interfacial oxide chemistry as critical factor in superconducting loss mechanisms
  • Developed fabrication-compatible method for atomic-scale surface engineering to extend qubit coherence times
superconducting qubits two-level systems tantalum coherence time quality factor
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We demonstrate a substantial reduction in two-level system loss in tantalum coplanar waveguide resonators fabricated on high-resistivity silicon substrates through the use of an ultrathin titanium sacrificial layer. A 0.2nm titanium film, deposited atop pre-sputtered α-tantalum, acts as a solid-state oxygen getter that chemically modifies the native Ta oxide at the metal-air interface. After device fabrication, the titanium layer is removed using buffered oxide etchant, leaving behind a chemically reduced Ta oxide surface. Subsequent high-vacuum annealing further suppresses two-level system loss. Resonators treated with this process exhibit internal quality factors Qi exceeding an average of 1.5 million in the single-photon regime across ten devices, over three times higher than otherwise identical devices lacking the titanium layer. These results highlight the critical role of interfacial oxide chemistry in superconducting loss and reinforce atomic-scale surface engineering as an effective approach to improving coherence in tantalum-based quantum circuits. The method is compatible with existing fabrication workflows applicable to tantalum films, offering a practical route to further extending T1 lifetimes in superconducting qubits.

Calibration-Conditioned FiLM Decoders for Low-Latency Decoding of Quantum Error Correction Evaluated on IBM Repetition-Code Experiments

Samuel Stein, Shuwen Kan, Chenxu Liu, Adrian Harkness, Sean Garner, Zefan Du, Yufei Ding, Ying Mao, Ang Li

2601.16123 • Jan 22, 2026

CRQC/Y2Q RELEVANT QC: high Sensing: none Network: none

This paper develops a neural network decoder for quantum error correction that adapts to hardware changes by using device calibration data to condition the decoding process. The approach separates slow hardware calibration updates from fast error correction decisions, achieving better performance than traditional decoding methods on IBM quantum processors.

Key Contributions

  • Hardware-conditioned neural decoder framework that adapts to device calibration drift
  • FiLM-based architecture that separates calibration processing from real-time syndrome decoding
  • Experimental validation showing 11.1x reduction in logical error rate compared to minimum-weight perfect matching
quantum error correction neural decoders fault-tolerant quantum computing hardware calibration superconducting qubits
View Full Abstract

Real-time decoding of quantum error correction (QEC) is essential for enabling fault-tolerant quantum computation. A practical decoder must operate with high accuracy at low latency, while remaining robust to spatial and temporal variations in hardware noise. We introduce a hardware-conditioned neural decoder framework designed to exploit the natural separation of timescales in superconducting processors, where calibration drifts occur over hours while error correction requires microsecond-scale responses. By processing calibration data through a graph-based encoder and conditioning a lightweight convolutional backbone via feature-wise linear modulation (FiLM), we decouple the heavy processing of device statistics from the low-latency syndrome decoding. We evaluate this approach using the 1D repetition code as a testbed on IBM Fez, Kingston, and Pittsburgh processors, collecting over 2.7 million experimental shots spanning distances up to d = 11. We demonstrate that a single trained model generalizes to unseen qubit chains and new calibration data acquired days later without retraining. On these unseen experiments, the FiLM-conditioned decoder achieves up to an 11.1x reduction in logical error rate relative to modified minimum-weight perfect matching. We observe that by employing a network architecture that exploits the highly asynchronous nature of system calibration and decoding, hardware-conditioned neural decoding demonstrates promising, adaptive performance with negligible latency overhead relative to unconditioned baselines.

Experimental prime factorization via a feedback quantum control

Hari Krishnan KB, Vishal Varma, T. S. Mahesh

2601.16116 • Jan 22, 2026

CRQC/Y2Q RELEVANT QC: high Sensing: none Network: none

This paper demonstrates a new approach to quantum factorization using feedback quantum control that eliminates the need for classical computation during optimization. The researchers experimentally factored 551 using a 3-qubit NMR system and showed numerical scalability to larger numbers.

Key Contributions

  • Novel all-quantum feedback control method for prime factorization that eliminates classical post-processing
  • Experimental demonstration of factoring 551 on a 3-qubit NMR quantum processor
  • Numerical scalability analysis showing potential for larger factorizations with 5 and 9 qubits
prime factorization quantum control Shor's algorithm FALQON NMR quantum computing
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Prime factorization on quantum processors is typically implemented either via circuit-based approaches such as Shor's algorithm or through Hamiltonian optimization methods based on adiabatic, annealing, or variational techniques. While Shor's algorithm demands high-fidelity quantum gates, Hamiltonian optimization schemes, with prime factors encoded as degenerate ground states of a problem Hamiltonian, generally require substantial classical post-processing to determine control parameters. We propose an all-quantum, measurement-based feedback approach that iteratively steers a quantum system toward the target ground state, eliminating the need for classical computation of drive parameters once the problem Hamiltonian is determined and realized. As a proof of principle, we experimentally factor the biprime 551 using a three-qubit NMR quantum register and numerically analyze the robustness of the method against control field-errors. We further demonstrate scalability by numerically implementing the FALQON factorization of larger biprimes, 9,167 and 2,106,287, using 5 and 9 qubits, respectively.

Automated quantum circuit optimization with randomized replacements

Marcin Szyniszewski, Aleks Kissinger, Noah Linden, Paul Skrzypczyk

2601.15934 • Jan 22, 2026

CRQC/Y2Q RELEVANT QC: high Sensing: low Network: none

This paper presents a new method for optimizing quantum circuits by allowing approximate transformations that use mixed quantum channels (noisy operations) instead of perfect unitary operations, achieving reduced gate counts while staying within error budgets. The approach strategically converts some gate-induced noise into engineered random noise, showing particular promise for structured circuits like the quantum Fourier transform.

Key Contributions

  • Novel approximate circuit optimization using mixed quantum channels instead of pure unitaries
  • Greedy replacement strategy using ZX-calculus that converts gate noise into engineered random noise
  • Demonstration of substantial gate count reductions in structured circuits like quantum Fourier transform
quantum circuit optimization ZX-calculus mixed quantum channels approximate compilation quantum Fourier transform
View Full Abstract

Quantum circuit optimization - the process of transforming a quantum circuit into an equivalent one with reduced time and space requirements - is crucial for maximizing the utility of current and near-future quantum devices. While most automated optimization techniques focus on transforming circuits into equivalent ones that implement the same unitary, we show that substantial new opportunities for resource reduction can be achieved by (1) allowing approximate local transformations and (2) employing mixed quantum channels to approximate pure circuits. Our novel automated protocol for approximate circuit rewriting is a refined evolution of automated optimization techniques based on the ZX-calculus, where we add a greedy strategy that selectively replaces ZX-diagrams with small phase angles with stochastic mixtures of the identity and carefully chosen over-rotations, which are designed to reduce the overall gate count in expectation while staying within a strict error budget. This approach yields modest two-qubit gate count reduction in random quantum circuits, and achieves a substantial reduction in structured circuits such as the quantum Fourier transform. Fundamentally, our protocol converts experimental noise due to gate applications into deliberately engineered random noise, outperforming many other approximation methods on average. These results highlight the potential of mixed-channel approximations to enhance future quantum circuit performance, suggesting new directions for resource-aware automated quantum compilation beyond pure unitary channels.

NWQWorkflow: The Northwest Quantum Workflow

Ang Li

2601.15521 • Jan 21, 2026

CRQC/Y2Q RELEVANT QC: high Sensing: none Network: none

This paper presents NWQWorkflow, a comprehensive software toolkit that integrates multiple components for developing, compiling, error-correcting, simulating, and executing quantum applications on superconducting quantum hardware. The system provides an end-to-end workflow from programming through execution, designed to support the transition toward scalable quantum computing.

Key Contributions

  • Comprehensive end-to-end quantum computing workflow integrating programming, compilation, error correction, and execution
  • Open-source quantum software ecosystem with multiple integrated components for superconducting quantum testbeds
  • Closed-loop software-hardware co-design framework for quantum application development
quantum workflow superconducting qubits quantum error correction quantum compilation quantum simulation
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This whitepaper presents NWQWorkflow, an end-to-end workflow for quantum application development, compilation, error correction, benchmarking, numerical simulation, control, and execution on a prototype superconducting testbed. NWQWorkflow integrates NWQStudio (programming GUI environment), NWQASM (intermediate representation), QASMTrans (compiler), NWQEC (quantum error correction), QASMBench (benchmarking and characterization), NWQSim (HPC simulation), NWQLib (algorithm library), NWQData (data sets), NWQControl (quantum control), and NWQSC (superconducting testbed). The system enables closed-loop software-hardware co-design and reflects the past eight years of quantum computing research the author has led at PNNL (2018-2026). By releasing most software components as open source or planning their open-source availability, we aim to cultivate a collaborative quantum information science (QIS) ecosystem and support the transition toward a scalable quantum supercomputing era.

Stabilizer-Code Channel Transforms Beyond Repetition Codes for Improved Hashing Bounds

Tyler Kann, Matthieu R. Bloch, Shrinivas Kudekar, Ruediger Urbanke

2601.15505 • Jan 21, 2026

CRQC/Y2Q RELEVANT QC: high Sensing: none Network: high

This paper develops improved methods for quantum error correction by using stabilizer codes as channel transforms to achieve better communication rates over noisy quantum channels. The authors generalize beyond simple repetition codes to arbitrary stabilizer codes and demonstrate improvements over standard quantum hashing bounds for certain types of Pauli noise channels.

Key Contributions

  • Generalization of stabilizer-code channel transforms beyond repetition codes to arbitrary stabilizer codes
  • Construction of symplectic tableaux and computation of induced logical error distributions for improved achievable rates via hashing bounds with decoder side information
stabilizer codes quantum error correction Pauli channels quantum hashing bound symplectic tableau
View Full Abstract

The quantum hashing bound guarantees that rates up to $1-H(p_I, p_X, p_Y, p_Z)$ are achievable for memoryless Pauli channels, but it is not generally tight. A known way to improve achievable rates for certain asymmetric Pauli channels is to apply a small inner stabilizer code to a few channel uses, decode, and treat the resulting logical noise as an induced Pauli channel; reapplying the hashing argument to this induced channel can beat the baseline hashing bound. We generalize this induced-channel viewpoint to arbitrary stabilizer codes used purely as channel transforms. Given any $ [\![ n, k ]\!] $ stabilizer generator set, we construct a full symplectic tableau, compute the induced joint distribution of logical Pauli errors and syndromes under the physical Pauli channel, and obtain an achievable rate via a hashing bound with decoder side information. We perform a structured search over small transforms and report instances that improve the baseline hashing bound for a family of Pauli channels with skewed and independent errors studied in prior work.

Check-weight-constrained quantum codes: Bounds and examples

Lily Wang, Andy Zeyi Liu, Ray Li, Aleksander Kubica, Shouzhen Gu

2601.15446 • Jan 21, 2026

CRQC/Y2Q RELEVANT QC: high Sensing: none Network: none

This paper studies quantum low-density parity-check (qLDPC) codes with constraints on the weight of their error-checking operations, establishing fundamental limits on what these codes can achieve and providing explicit constructions that approach these limits for practical quantum computers.

Key Contributions

  • Proved that stabilizer codes with check weight at most 3 cannot have nontrivial distance
  • Established tight bounds on rate-distance tradeoffs for CSS stabilizer and subsystem codes with constrained check weights
  • Derived numerical bounds using linear programming and identified explicit code constructions approaching these limits
quantum error correction LDPC codes stabilizer codes fault tolerance quantum computing
View Full Abstract

Quantum low-density parity-check (qLDPC) codes can be implemented by measuring only low-weight checks, making them compatible with noisy quantum hardware and central to the quest to build noise-resilient quantum computers. A fundamental open question is how constraints on check weight limit the achievable parameters of qLDPC codes. Here, we study stabilizer and subsystem codes with constrained check weight, combining analytical arguments with numerical optimization to establish strong upper bounds on their parameters. We show that stabilizer codes with checks of weight at most three cannot have nontrivial distance. We also prove tight tradeoffs between rate and distance for broad families of CSS stabilizer and subsystem codes with checks of weight at most four and two, respectively. Notably, our bounds are applicable to general qLDPC codes, as they rely only on check-weight constraints without assuming geometric locality or special graph connectivity. In the finite-size regime, we derive numerical upper bounds using linear programming techniques and identify explicit code constructions that approach these limits, delineating the landscape of practically relevant qLDPC codes with tens or hundreds of physical qubits.

Combatting noise in near-term quantum data centres

Kenny Campbell, Ahmed Lawey, Mohsen Razavi

2601.14845 • Jan 21, 2026

CRQC/Y2Q RELEVANT QC: high Sensing: none Network: high

This paper compares different methods for handling errors in distributed quantum computing networks, specifically examining quantum error detection codes versus entanglement distillation techniques for performing quantum operations between remote quantum computers.

Key Contributions

  • Comparative analysis of quantum error detection codes vs entanglement distillation for distributed quantum computing
  • Performance evaluation of specific error correction codes (three-qubit repetition and [[4,1,2]] LNCY code) in quantum data center environments
quantum error correction distributed quantum computing quantum data centers entanglement distillation repetition code
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We analyse the performance of different error handling methods in the quantum data centre paradigm of distributed quantum computing. We compare the impact of quantum error detection, using the three-qubit repetition code and the [[4, 1, 2]] Leung-Nielsen-Chuang-Yamamoto code, on remote gates with that of conventional entanglement distillation techniques. Detailed classical simulation is used to obtain results for realistic near-term hardware.

Active interference suppression in frequency-division-multiplexed quantum gates via off-resonant microwave tones

Haruki Mitarai, Yukihiro Tadokoro, Hiroya Tanaka

2601.14547 • Jan 21, 2026

CRQC/Y2Q RELEVANT QC: high Sensing: none Network: none

This paper develops a method to improve quantum gate operations when multiple qubits share the same control cable by deliberately adding specific off-resonant microwave signals that cancel out unwanted interference. The technique reduces gate errors and makes frequency-division multiplexing more practical for scaling up quantum computers.

Key Contributions

  • Active interference suppression method for frequency-division-multiplexed quantum gates using deliberate off-resonant tones
  • Demonstration that gate infidelity decreases proportionally to inverse square of number of microwave tones
  • Mitigation strategy for fast oscillation effects through optimized frequency allocation
frequency-division multiplexing quantum gate fidelity microwave control interference suppression qubit control
View Full Abstract

An increase in the number of control lines between the quantum processors and the external electronics constitutes a major bottleneck in the realization of large-scale quantum computers. Frequency-division multiplexing is expected to enable multiple qubits to be controlled through a single microwave cable; however, interference from off-resonant microwave tones hinders precise qubit control. Here, we propose an active interference suppression method for frequency-division-multiplexed simultaneous gate operations. We demonstrate that deliberate incorporation of off-resonant microwave tones improves the accuracy of single-qubit gates. Specifically, we find that by incorporating off-resonant orthogonal or quasi-orthogonal microwave tones, the gate infidelity decreases proportionally to the inverse square of the number of microwave tones. Furthermore, we show that fast oscillations neglected under the rotating wave approximation degrade gate fidelity, and that this degradation can be mitigated through optimized frequency allocation. Our approach is simple yet effective for improving the performance of frequency-division-multiplexed quantum gates.

Deep Learning Approaches to Quantum Error Mitigation

Leonardo Placidi, Ifan Williams, Enrico Rinaldi, Daniel Mills, Cristina Cîrstoiu, Vanya Eccles, Ross Duncan

2601.14226 • Jan 20, 2026

CRQC/Y2Q RELEVANT QC: high Sensing: none Network: none

This paper develops deep learning techniques, particularly sequence-to-sequence attention-based models, to reduce errors in quantum computing measurements by correcting noisy output probability distributions from quantum circuits. The researchers tested their approach on IBM quantum processors up to 5 qubits and showed it outperforms other error mitigation methods.

Key Contributions

  • Development of attention-based neural network architectures for quantum error mitigation that outperform baseline techniques
  • Demonstration of cross-device generalization for error mitigation models across similar IBM quantum processors without full retraining
quantum error mitigation deep learning attention mechanisms noisy intermediate-scale quantum quantum circuit noise
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We present a systematic investigation of deep learning methods applied to quantum error mitigation of noisy output probability distributions from measured quantum circuits. We compare different architectures, from fully connected neural networks to transformers, and we test different design/training modalities, identifying sequence-to-sequence, attention-based models as the most effective on our datasets. These models consistently produce mitigated distributions that are closer to the ideal outputs when tested on both simulated and real device data obtained from IBM superconducting quantum processing units (QPU) up to five qubits. Across several different circuit depths, our approach outperforms other baseline error mitigation techniques. We perform a series of ablation studies to examine: how different input features (circuit, device properties, noisy output statistics) affect performance; cross-dataset generalization across circuit families; and transfer learning to a different IBM QPU. We observe that generalization performance across similar devices with the same architecture works effectively, without needing to fully retrain models.

Optimal Construction of Two-Qubit Gates using the Symmetries of B Gate Equivalence Class

M. Karthick Selvan, S. Balakrishnan

2601.13983 • Jan 20, 2026

CRQC/Y2Q RELEVANT QC: high Sensing: none Network: low

This paper analyzes the mathematical structure of two-qubit quantum gates, focusing on the B gate equivalence class and its unique symmetry properties that allow it to generate all possible two-qubit operations using just two gate applications. The authors identify optimal constructions for universal two-qubit quantum circuits and discuss practical implementations on superconducting quantum computers.

Key Contributions

  • Identification of unique symmetry properties of B gate equivalence class that enable universal two-qubit gate generation
  • Construction of parameterized universal two-qubit quantum circuits using only two nonlocal gates
  • Analysis of one-parameter families of local equivalence classes for optimal gate construction
  • Discussion of practical implementation strategies for superconducting quantum computers
two-qubit gates gate equivalence class universal quantum circuits Weyl chamber superconducting quantum computers
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Two applications of gates from the B gate equivalence class can generate all two-qubit gates. This local equivalence class is invariant under the mirror (multiplication with the SWAP gate) operation, inverse (Hermitian conjugate) operation, and the combined inverse and mirror operations. The last two symmetries are associated with the ability of a two-qubit gate to generate the two-qubit local gates and the SWAP gate in two applications. No single local equivalence class of two-qubit gates, except the B gate equivalence class, has these two symmetries. Only the planar regions of the Weyl chamber, describing the mirror operation, contain the local equivalence classes with either one of the two symmetries. We show that there exist one-parameter families of local equivalence classes on these planes, with and without the B gate equivalence class, such that each of them can be used to construct a parameterized universal two-qubit quantum circuit that involves only two nonlocal two-qubit gates. We also discuss the implementation of the gates from a few families of local equivalence classes on superconducting quantum computers for optimal generation of all two-qubit gates.

3D Stacked Surface-Code Architecture for Measurement-Free Fault-Tolerant Quantum Error Correction

GunSik Min, IlKwon Sohn, Jun Heo

2601.13648 • Jan 20, 2026

CRQC/Y2Q RELEVANT QC: high Sensing: none Network: none

This paper introduces a 3D stacked architecture for quantum error correction that eliminates the need for mid-circuit measurements by using vertical connections between surface code layers. The approach overcomes connectivity limitations of 2D approaches and achieves better error rates than traditional measurement-based quantum error correction.

Key Contributions

  • 3D stacked surface-code architecture with vertical transversal couplers
  • Measurement-free fault-tolerant quantum error correction protocol
  • Elimination of SWAP overhead through constant-depth inter-layer operations
  • Analytical performance model showing orders of magnitude improvement in logical error rates
quantum error correction surface code fault tolerance measurement-free 3D architecture
View Full Abstract

Mid-circuit measurements are a major bottleneck for superconducting quantum processors because they are slower and noisier than gates. Measurement-free quantum error correction (mfec) replaces repeated measurements and classical feed-forward by coherent quantum feedback, but existing mfec protocols suffer from severe connectivity overhead when mapped to planar surface-code architectures: transversal interactions between logical patches require SWAP chains of length $O(d)$ in the code distance, which increase depth and generate hook errors. This work introduces a 3D stacked surface-code architecture for measurement-free fault-tolerant quantum error correction that removes this connectivity bottleneck. Vertical transversal couplers between aligned surface-code patches enable coherent parity mapping and feedback with zero SWAP overhead, realizing constant-depth $O(1)$ inter-layer operations in d while preserving local 2D stabilizer checks. A fault-tolerant mfec protocol for the surface code is constructed that suppresses hook errors under realistic noise. An analytical performance model shows that the 3D architecture overcomes the readout error floor and achieves logical error rates orders of magnitude below both standard measurement-based surface codes and 2D mfec variants in regimes with slow, noisy measurements, identifying 3D integration as a key enabler for scalable measurement-free fault tolerance.

Unambiguous randomness from a quantum state

Fionnuala Curran

2601.16343 • Jan 22, 2026

QC: low Sensing: none Network: high

This paper introduces the concept of 'unambiguous randomness' in quantum measurements, where an eavesdropper can achieve perfect accuracy when they do provide a guess, but may sometimes return inconclusive results. The authors analyze how much genuine randomness can be extracted from quantum states when measured in different bases, considering adversarial scenarios with correlated eavesdroppers.

Key Contributions

  • Introduction of unambiguous randomness as a new metric for quantifying extractable randomness from quantum measurements
  • Complete solution for two-dimensional quantum systems and isotropically noisy states in any dimension
  • Discovery that joint eavesdroppers (correlated to both state and measurement) outperform state-only correlated eavesdroppers, with identification of critical error thresholds
quantum randomness quantum cryptography quantum key distribution eavesdropper analysis quantum state discrimination
View Full Abstract

Intrinsic randomness is generated when a quantum state is measured in any basis in which it is not diagonal. In an adversarial scenario, we quantify this randomness by the probability that a correlated eavesdropper could correctly guess the measurement outcomes. What if the eavesdropper is never wrong, but can sometimes return an inconclusive outcome? Inspired by analogous concepts in quantum state discrimination, we introduce the unambiguous randomness of a quantum state and measurement, and, relaxing the assumption of perfect accuracy, randomness with a fixed rate of inconclusive outcomes. We solve these problems for any state and projective measurement in dimension two, as well as for an isotropically noisy state measured in an unbiased basis of any dimension. In the latter case, we find that, given a fixed amount of total noise, an eavesdropper correlated only to the noisy state is always outperformed by an eavesdropper with joint correlations to both a noisy state and a noisy measurement. In fact, we identify a critical error parameter beyond which the joint eavesdropper achieves perfect guessing probability, ruling out any possibility of private randomness.

National Quantum Strategies: A Data-Driven Approach to Understanding the Quantum Ecosystem

Simon Richard Goorney, Emre Aslan, Aleksandrs Baskakovs, Borja Muñoz, Jacob Sherson

2601.16329 • Jan 22, 2026

QC: medium Sensing: medium Network: medium

This paper analyzes 62 national quantum strategy documents from 20 countries using AI-based natural language processing to identify 12 key topics and trends. The study reveals a shift in policy focus from basic science toward quantum technology applications and commercialization over time.

Key Contributions

  • First large-scale data-driven analysis of national quantum strategic documents across 20 countries
  • Identification of temporal shift in quantum policy discourse from basic research toward applications and commercialization
quantum policy national quantum strategies topic modeling quantum ecosystem policy analysis
View Full Abstract

As quantum technologies (QT) move from foundational research toward industrial and societal deployment, national strategies have become critical instruments for shaping the future of this emerging field. In this study, we conduct the first large-scale, data-driven analysis of 62 national quantum strategic documents (QSDs) from 20 countries. Using AI-based natural language processing (topic modeling), we identify 12 topics present in the text, ranging from technical development areas to transversal aspects such as workforce development and governance. Temporal analysis reveals a distinct shift in policy discourse toward applications of QT and commercialisation, and relatively away from basic science. Our findings highlight the increasing diversification of the QT field, and contribute to the growing area of quantum policy studies. We advocate for more AI and data-driven analyses of the quantum ecosystem, to work toward a scalable framework for understanding the technological and societal challenges of the second quantum revolution.

Bichromatic Tweezers for Qudit Quantum Computing in ${}^{87}$Sr

Enrique A. Segura Carrillo, Eric J. Meier, Michael J. Martin

2601.16328 • Jan 22, 2026

QC: high Sensing: medium Network: low

This paper proposes using two different wavelengths of laser light (bichromatic tweezers) to create better trapping conditions for quantum computing with strontium atoms, specifically enabling qudits (quantum systems with more than two levels) by eliminating unwanted energy shifts that cause decoherence.

Key Contributions

  • Engineering magic trapping conditions for qudits in J≠0 hyperfine states using bichromatic optical tweezers
  • Suppressing differential light shifts across magnetic sublevels of the 5s5p ³P₂ state in ⁸⁷Sr
  • Enabling robust operation at tensor magic angle with reduced sensitivity to experimental parameter uncertainty
neutral atoms optical tweezers qudits magic trapping strontium
View Full Abstract

Neutral atoms have become a competitive platform for quantum metrology, simulation, sensing, and computing. Current magic trapping techniques are insufficient to engineer magic trapping conditions for qudits encoded in hyperfine states with $J \neq 0$, compromising qudit coherence. In this paper we propose a scheme to engineer magic trapping conditions for qudits via bichromatic tweezers. We show it is possible to suppress differential light shifts across all magnetic sublevels of the $5s5p$ $\mathrm{^{3}P_2}$ state by using two carefully chosen wavelengths (with comparable tensor light shift magnitude and opposite sign) at an appropriate intensity ratio, thus suppressing light-shift induced dephasing, enabling scalar magic conditions between the ground state and $5s5p$ $\mathrm{^{3}P_2}$, and tensor magic conditions for qudits encoded within it. Furthermore, this technique enables robust operation at the tensor magic angle 54.7$^\circ$ with linear trap polarization via reduced sensitivity to uncertainty in experimental parameters. We expect this technique to enable new loading protocols, enhance cooling efficiency, and enhance nuclear spins' coherence times, thus facilitating qudit-based quantum computing in ${}^{87}$Sr in the $5s5p$ $\mathrm{^{3}P_2}$ manifold.

Exploring Noisy Quantum Thermodynamical Processes via the Depolarizing-Channel Approximation

Jian Li, Xiaoyang Wang, Marcus Huber, Nicolai Friis, Pharnam Bakhshinezhad

2601.16317 • Jan 22, 2026

QC: medium Sensing: low Network: none

This paper develops a mathematical framework to understand how noise affects quantum cooling protocols by approximating complex noise patterns with a simpler 'depolarizing channel' model. The researchers apply this to analyze a specific cooling algorithm called TSAC and find that noise fundamentally limits cooling performance, requiring only a finite number of qubits instead of infinite qubits for optimal results.

Key Contributions

  • Framework for approximating gate-dependent noise using global depolarizing channels
  • Analytical derivation of asymptotic cooling limits for noisy TSAC protocols with fundamental performance bounds
quantum thermodynamics noise modeling depolarizing channel algorithmic cooling error analysis
View Full Abstract

Noise and errors are unavoidable in any realistic quantum process, including processes designed to reduce noise and errors in the first place. In particular, quantum thermodynamical protocols for cooling can be significantly affected, potentially altering both their performance and efficiency. Analytically characterizing the impact of such errors becomes increasingly challenging as the system size grows, particularly in deep quantum circuits where noise can accumulate in complex ways. To address this, we introduce a general framework for approximating the cumulative effect of gate-dependent noise using a global depolarizing channel. We specify the regime in which this approximation provides a reliable description of the noisy dynamics. Applying our framework to the thermodynamical two-sort algorithmic cooling (TSAC) protocol, we analytically derive its asymptotic cooling limit in the presence of noise. Using the cooling limit, the optimal cooling performance is achieved by a finite number of qubits--distinguished from the conventional noiseless TSAC protocol by an infinite number of qubits--and fundamental bounds on the achievable ground-state population are derived. This approach opens new avenues for exploring noisy quantum thermodynamical processes.

A modified Lindblad equation for a Rabi driven electron-spin qubit with tunneling to a Markovian lead

Emily Townsend, Joshua Pomeroy, Garnett W. Bryant

2601.16306 • Jan 22, 2026

QC: medium Sensing: high Network: none

This paper derives a modified Lindblad equation that describes an electron spin qubit in a quantum dot when it is simultaneously driven by an oscillating magnetic field and coupled to a lead through which electrons can tunnel. The work provides the mathematical framework for understanding how coherent spin driving affects the dissipative tunneling dynamics.

Key Contributions

  • Derivation of a modified Lindblad equation for driven-dissipative spin qubits with tunneling
  • Identification of jump operators that combine electron tunneling on/off with coherent spin driving
Lindblad equation spin qubit quantum dot tunneling Markovian
View Full Abstract

We derive a modified Lindblad equation for the state of quantum dot tunnel coupled to a Markovian lead when the spin state of the dot is driven by an oscillating magnetic field. We show that the equation is a completely positive, trace-preserving map and find the jump operators. This is a driven-dissipative regime in which coherent driving is relevant to the tunneling and cannot be treated as simply a rotation modifying the system with a bath derived under a static magnetic field. This work was motivated by an experimental desire to determine the Zeeman splitting of an electron spin on a quantum dot (a spin qubit), and in a related work we show that this splitting energy can be found by measuring the charge occupancy of the dot while sweeping the frequency of the driving field \ arXiv:2503.17481. Here we cover the full derivation of the equation and give the jump operators. These jump operators are potentially useful for describing the stochastic behavior of more complex systems with coherent driving of a spin capable of tunneling on or off of a device, such as in electron spin resonance scanning tunneling microscopy. The jump operators have the interesting feature of combining jumps of electrons onto and off of the device.

Axial Anomaly, entanglement and polarization

O. V. Teryaev

2601.16304 • Jan 22, 2026

QC: low Sensing: low Network: medium

This paper explores the connection between axial anomaly in pion decay processes and quantum entanglement, particularly focusing on photon entanglement and its classical electromagnetic wave counterparts. The authors examine how angular momentum conservation in these processes exhibits non-local properties and discuss experimental implications through dilepton polarization measurements.

Key Contributions

  • Establishes connection between axial anomaly in particle physics and quantum entanglement phenomena
  • Proposes experimental study of time-like pion transition form factors through dilepton polarization measurements
quantum entanglement axial anomaly photon polarization EPR correlations particle physics
View Full Abstract

The (pion) decays controlled by axial anomaly imply the specific entanglement between photons having also the counterparts for classical electromagnetic waves. This is also a specific case of Eisnstein-Podolsky-Rosen-Bohm-Aharonov effect. The absence of causality and non-locality in (angular) momentum conservation is manifested, being especially clear for the generalization to the case of time rather than space separation corresponds to the polarization of dileptons described by time-like pion transition formfactors which may be studied experimentally. The similar decays in external magnetic field manifest the interplay with vacuum conductivity in external magnetic field and longitudinal polarization of vector mesons observed in heavy-ion collisions.

Anisotropic uncertainty principles for metaplectic operators

Elena Cordero, Gianluca Giacchi, Edoardo Pucci

2601.16279 • Jan 22, 2026

QC: low Sensing: medium Network: none

This paper develops mathematical uncertainty principles for metaplectic operators, which are generalizations of the quantum Fourier transform that preserve the symplectic structure of phase space. The work shows how uncertainty relations become directional and dimension-dependent when dealing with degenerate symplectic transformations, extending classical Heisenberg uncertainty principles to more general geometric settings.

Key Contributions

  • Proved sharp anisotropic Heisenberg-type uncertainty inequalities for metaplectic operators with degenerate symplectic matrices
  • Extended the Beurling-Hörmander theorem to metaplectic transformations with complete characterization of extremizing functions
  • Established Morgan-type uncertainty principles that identify sharp thresholds for function density under metaplectic transforms
uncertainty principles metaplectic operators symplectic transformations phase space quantum harmonic analysis
View Full Abstract

We establish anisotropic uncertainty principles (UPs) for general metaplectic operators acting on $L^2(\mathbb{R}^d)$, including degenerate cases associated with symplectic matrices whose $B$-block has nontrivial kernel. In this setting, uncertainty phenomena are shown to be intrinsically directional and confined to an effective phase-space dimension given by $\mathrm{rank}(B)$. First, we prove sharp Heisenberg-Pauli-Weyl type inequalities involving only the directions corresponding to $\ker(B)^\perp$, with explicit lower bounds expressed in terms of geometric quantities associated with the underlying symplectic transformation. We also provide a complete characterization of all extremizers, which turn out to be partially Gaussian functions with free behavior along the null directions of $B$. Building on this framework, we extend the Beurling-Hörmander theorem to the metaplectic setting, obtaining a precise polynomial-Gaussian structure for functions satisfying suitable exponential integrability conditions involving both $f$ and its metaplectic transform. Finally, we prove a Morgan-type (or Gel'fand--Shilov type) uncertainty principle for metaplectic operators, identifying a sharp threshold separating triviality from density of admissible functions and showing that this threshold is invariant under metaplectic transformations. Our results recover the classical Fourier case and free metaplectic transformations as special instances, and reveal the geometric and anisotropic nature of uncertainty principles in the presence of symplectic degeneracies.

Experimental observation of conformal field theory spectra

Xiangkai Sun, Yuan Le, Stephen Naus, Richard Bing-Shiun Tsai, Lewis R. B. Picard, Sara Murciano, Michael Knap, Jason Alicea, Manuel Endres

2601.16275 • Jan 22, 2026

QC: medium Sensing: low Network: none

This paper experimentally observes the energy spectra of conformal field theories at quantum phase transitions using Rydberg atom chains. The researchers develop modulation techniques to measure universal energy ratios and distinguish different CFT types, providing a new method for identifying quantum critical behavior in experimental systems.

Key Contributions

  • Direct experimental observation of CFT energy spectra at quantum phase transitions
  • Development of modulation techniques for resolving finite-size spectra in quantum simulators
  • Demonstration of method to identify universality classes in quantum critical systems
conformal field theory quantum phase transitions Rydberg atoms quantum simulation critical phenomena
View Full Abstract

Conformal field theories (CFTs) feature prominently in high-energy physics, statistical mechanics, and condensed matter. For example, CFTs govern emergent universal properties of systems tuned to quantum phase transitions, including their entanglement, correlations, and low-energy excitation spectra. Much of the rich structure predicted by CFTs nevertheless remains unobserved in experiment. Here we directly observe the energy excitation spectra of emergent CFTs at quantum phase transitions -- recovering universal energy ratios characteristic of the underlying field theories. Specifically, we develop and implement a modulation technique to resolve a Rydberg chain's finite-size spectra, variably tuned to quantum phase transitions described by either Ising or tricritical Ising CFTs. We also employ local control to distinguish parities of excitations under reflection and, in the tricritical Ising chain, to induce transitions between distinct CFT spectra associated with changing boundary conditions. By utilizing a variant of the modulation technique, we furthermore study the dynamical structure factor of the critical system, which is closely related to the correlation of an underlying Ising conformal field. Our work not only probes the emergence of CFT features in a quantum simulator, but also provides a technique for diagnosing a priori unknown universality classes in future experiments.

Engineering Near-Infrared Two-Level Systems in Confined Alkali Vapors

Gilad Orr, Golan Ben-Ari, Eliran Talker

2601.16269 • Jan 22, 2026

QC: medium Sensing: medium Network: high

This paper demonstrates how to create effective two-level atomic systems using rubidium vapor in extremely thin cells, which behave like simple quantum systems despite having complex internal structure. The confined atoms interact predictably with near-infrared light at telecom wavelengths, making them suitable for integrated quantum devices.

Key Contributions

  • Demonstration of confinement-induced two-level behavior in alkali vapors
  • Development of telecom-wavelength atomic platform for quantum photonic integration
  • Characterization of wall-induced relaxation effects in sub-micron vapor cells
two-level systems alkali vapors quantum photonics telecom wavelengths atomic confinement
View Full Abstract

We combined experimental and theoretical investigations of an effective two-level atomic system operating in the near-infrared telecom wavelength regime, realized using hot rubidium vapor confined within a sub-micron-thick cell. In this strongly confined geometry, atomic coherence is profoundly influenced by wall-induced relaxation arising from frequent atom-surface collisions. By analyzing both absorption and fluorescence spectra, we demonstrate that the optical response is dominated by a closed cycling transition, which effectively isolates the atomic dynamics to a two-level configuration despite the presence of multiple hyperfine states. This confinement-induced selection suppresses optical pumping into uncoupled states and enables robust, controllable light-matter interaction at telecom wavelengths within a miniature atomic platform. Our results establish a practical route to realizing near-infrared atomic two-level systems in compact vapor-cell devices, opening new opportunities for integrated quantum photonic technologies, including on-chip quantum memories, telecom-band frequency references, and scalable quantum information processing.

Post-processing optimization and optimal bounds for non-adaptive shadow tomography

Andrea Caprotti, Joshua Morris, Borivoje Dakić

2601.16266 • Jan 22, 2026

QC: medium Sensing: high Network: low

This paper develops improved methods for quantum state tomography by optimizing how measurement data is processed to reconstruct quantum states. The authors show that by carefully choosing reconstruction coefficients, they can significantly reduce the number of measurements needed compared to standard approaches.

Key Contributions

  • Formulation of reconstruction coefficient optimization as a convex minimax problem with convergence guarantees
  • Demonstration that optimized post-processing can dramatically reduce sampling complexity and improve scaling for structured observables
quantum tomography shadow tomography POVM measurement optimization variance reduction
View Full Abstract

Informationally overcomplete POVMs are known to outperform minimally complete measurements in many tomography and estimation tasks, and they also leave a purely classical freedom in shadow tomography: the same observable admits infinitely many unbiased linear reconstructions from identical measurement data. We formulate the choice of reconstruction coefficients as a convex minimax problem and give an algorithm with guaranteed convergence that returns the tightest state-independent variance bound achievable by post-processing for a fixed POVM and observable. Numerical examples show that the resulting estimators can dramatically reduce sampling complexity relative to standard (canonical) reconstructions, and can even improve the qualitative scaling with system size for structured noncommuting targets.

Quantum algorithm for simulating non-adiabatic dynamics at metallic surfaces

Robert A. Lang, Paarth Jain, Juan Miguel Arrazola, Danial Motlagh

2601.16264 • Jan 22, 2026

QC: high Sensing: none Network: none

This paper develops a quantum algorithm to simulate the complex interactions between molecules and metal surfaces, which are important for catalysis and solar energy applications. The researchers show that their algorithm could run on early fault-tolerant quantum computers with only 271 qubits, making it a practical near-term application.

Key Contributions

  • Development of optimized quantum algorithm for non-adiabatic molecule-metal dynamics simulation
  • Resource estimation showing feasibility on first-generation fault-tolerant quantum computers with 271 qubits
quantum simulation molecular dynamics fault-tolerant quantum computing Toffoli gates Trotter steps
View Full Abstract

Non-adiabatic dynamics at molecule-metal interfaces govern diverse and technologically important phenomena, from heterogeneous catalysis to dye-sensitized solar energy conversion and charge transport across molecular junctions. Realistic modeling of such dynamics necessitates taking into account various charge and energy transfer channels involving the coupling of nuclear motion with a very large number of electronic states, leading to prohibitive cost using classical computational methods. In this work we introduce a generalization of the Anderson-Newns Hamiltonian and develop a highly optimized quantum algorithm for simulating the non-adiabatic dynamics of realistic molecule-metal interfaces. Using the PennyLane software platform, we perform resource estimations of our algorithm, showing its remarkably low implementation cost for model systems representative of various scientifically and industrially relevant molecule-metal systems. Specifically, we find that time evolution for models including $100$ metal orbitals, $8$ molecular orbitals, and $20$ nuclear degrees of freedom, requires only $271$ qubits and $7.9 \times 10^7$ Toffoli gates for $1000$ Trotter steps, suggesting non-adiabatic molecule-metal dynamics as a fruitful application of first-generation fault-tolerant quantum computers.

A First Demonstration of the SQUAT Detector Architecture: Direct Measurement of Resonator-Free Charge-Sensitive Transmons

H. Magoon, T. Aralis, T. Dyson, J. Anczarski, D. Baxter, G. Bratrud, R. Carpenter, S. Condon, A. Droster, E. Figueroa-Feliciano, C. W. Fink, S. Harvey...

2601.16261 • Jan 22, 2026

QC: medium Sensing: high Network: none

This paper demonstrates a new quantum sensor called SQUAT that uses superconducting transmon qubits to detect very low-energy particles and radiation. The device works by measuring changes in qubit properties when incoming energy breaks apart Cooper pairs and creates quasiparticles that affect the qubit's quantum state.

Key Contributions

  • First experimental demonstration of the SQUAT detector architecture using charge-sensitive transmons
  • Simultaneous detection capability for both charge and quasiparticle signals in aluminum-based superconducting devices
superconducting qubits transmon quasiparticle detection quantum sensors THz detection
View Full Abstract

The Superconducting Quasiparticle-Amplifying Transmon (SQUAT) is a new sensor architecture for THz (meV) detection based on a weakly charge-sensitive transmon directly coupled to a transmission line. In such devices, energy depositions break Cooper pairs in the qubit capacitor islands, generating quasiparticles. Quasiparticles that tunnel across the Josephson junction change the transmon qubit parity, generating a measurable signal. In this paper, we present the design of first-generation SQUATs and demonstrate an architecture validation. We summarize initial characterization measurements made with prototype devices, comment on background sources that influence the observed parity-switching rate, and present experimental results showing simultaneous detection of charge and quasiparticle signals using aluminum-based SQUATs.

Multi-invariants in stabilizer states

Sriram Akella, Abhijit Gadde, Jay Pandey

2601.16258 • Jan 22, 2026

QC: high Sensing: low Network: medium

This paper develops mathematical tools to calculate multi-invariants, which are measures of multipartite entanglement, specifically for stabilizer states in quantum systems. The authors provide efficient algorithms and explicit formulas for computing these entanglement measures, with applications to important quantum error correction models like the toric code.

Key Contributions

  • Efficient numerical algorithm for computing multi-invariants in stabilizer states
  • Explicit formula for tripartite stabilizer state multi-invariants using GHZ-extraction theorem
  • Simplified formulas for stabilizer states in quantum error correction models like toric code and X-cube model
stabilizer states multipartite entanglement multi-invariants toric code quantum error correction
View Full Abstract

Multipartite entanglement is a natural generalization of bipartite entanglement, but is relatively poorly understood. In this paper, we develop tools to calculate a class of multipartite entanglement measures - known as multi-invariants - for stabilizer states. We give an efficient numerical algorithm that computes multi-invariants for stabilizer states. For tripartite stabilizer states, we also obtain an explicit formula for any multi-invariant using the GHZ-extraction theorem. We then present a counting argument that calculates any Coxeter multi-invariant of a q-partite stabilizer state. We conjecture a closed form expression for the same. We uncover hints of an interesting connection between multi-invariants, stabilizer states and topology. We show how our formulas are further simplified for a restricted class of stabilizer states that appear as ground states of interesting models like the toric code and the X-cube model.

Robust Bell Nonlocality from Gottesman-Kitaev-Preskill States

Xiaotian Yang, Santiago Zamora, Rafael Chaves, Ulrik L. Andersen, Jonatan Bohr Brask, A. de Oliveira Junior

2601.16189 • Jan 22, 2026

QC: high Sensing: low Network: high

This paper investigates whether Gottesman-Kitaev-Preskill (GKP) encoded states can enable Bell nonlocality tests using homodyne detection in continuous-variable quantum systems. The authors prove that two-party Bell tests cannot violate CHSH inequalities but demonstrate that multiparty GKP states can exhibit strong nonlocality with practical homodyne measurements.

Key Contributions

  • Proved bipartite no-go theorem showing CHSH violations impossible with GKP homodyne detection
  • Demonstrated multipartite Bell nonlocality violations using GKP-encoded GHZ and W states with homodyne-only readout
Bell nonlocality Gottesman-Kitaev-Preskill states homodyne detection continuous variables multipartite entanglement
View Full Abstract

Bell tests based on homodyne detection are strongly constrained in continuous-variable systems. Can Gottesman-Kitaev-Preskill (GKP) encoding turn homodyne detection into a practical tool for revealing Bell nonlocality? We consider a physically motivated model in which each party performs homodyne detection and digitizes the continuous outcome via a fixed periodic binning, corresponding to logical Pauli measurements. Within this framework, we derive a bipartite no-go: CHSH cannot be violated for Bell-pair states. Moving beyond two parties, we show that finitely squeezed GKP-encoded GHZ and W states nevertheless exhibit strong multipartite nonlocality, violating multipartite Bell inequalities with homodyne-only readout. We quantify the required squeezing thresholds and robustness to loss, providing a route toward homodyne-based Bell tests in continuous-variable systems.

Studying energy-resolved transport with wavepacket dynamics on quantum computers

Melody Lee, Roland C. Farrell

2601.16180 • Jan 22, 2026

QC: high Sensing: none Network: none

This paper demonstrates how to use quantum wavepackets with well-defined energies to study transport properties on quantum computers with better energy resolution than traditional methods. The researchers successfully identified an energy-dependent localization transition in the Anderson model using Quantinuum's H2-2 quantum computer and developed error mitigation techniques that significantly reduce statistical uncertainty.

Key Contributions

  • Novel wavepacket-based approach for studying energy-resolved transport on quantum computers with improved energy resolution
  • Error mitigation strategy using maximum-likelihood estimation that reduces statistical uncertainty by up to 5x compared to post-selection
  • Quantum algorithm for preparing quasiparticle wavepackets in interacting fermion systems with modest resource requirements
quantum simulation wavepacket dynamics Anderson localization mobility edge error mitigation
View Full Abstract

Probing energy-dependent transport in quantum simulators requires preparing states with tunable energy and small energy variance. Existing approaches often study quench dynamics of simple initial states, such as computational basis states, which are far from energy eigenstates and therefore limit the achievable energy resolution. In this work, we propose using wavepackets to probe transport properties with improved energy resolution. To demonstrate the utility of this approach, we prepare and evolve wavepackets on Quantinuum's H2-2 quantum computer and identify an energy-dependent localization transition in the Anderson model on an 8x7 lattice--a finite-size mobility edge. We observe that a wavepacket initialized at low energy remains spatially localized under time evolution, while a high-energy wavepacket delocalizes, consistent with the presence of a mobility edge. Crucial to our experiments is an error mitigation strategy that infers the noiseless output bit string distribution using maximum-likelihood estimation. Compared to post-selection, this method removes systematic errors and reduces statistical uncertainty by up to a factor of 5. We extend our methods to the many-particle regime by developing a quantum algorithm for preparing quasiparticle wavepackets in a one-dimensional model of interacting fermions. This technique has modest quantum resource requirements, making wavepacket-based studies of transport in many-body systems a promising application for near-term quantum computers.

Stabilizer Thermal Eigenstates at Infinite Temperature

Akihiro Hokkyo

2601.16177 • Jan 22, 2026

QC: medium Sensing: low Network: none

This paper develops a mathematical framework using stabilizer states to construct analytically tractable energy eigenstates of complex quantum many-body systems. The authors prove fundamental limitations showing that these stabilizer eigenstates can only reproduce thermal behavior for interactions involving up to 3 particles, but fail for 4 or more particles.

Key Contributions

  • Proved a sharp no-go theorem showing stabilizer eigenstates of two-body Hamiltonians cannot satisfy k-body thermal equilibrium for k≥4
  • Constructed explicit examples of nonintegrable Hamiltonians whose stabilizer eigenstates reproduce thermal behavior for all 2-body and 3-body observables
stabilizer states thermal eigenstates many-body quantum systems quantum thermalization entanglement
View Full Abstract

Understanding how to analyze highly entangled thermal eigenstates is a central challenge in the study of quantum many-body systems. In this Letter, we introduce a stabilizer-based approach to construct analytically tractable energy eigenstates of nonintegrable many-body Hamiltonians. Focusing on zero-energy eigenstates at infinite temperature, we prove a sharp no-go theorem: stabilizer eigenstates of two-body Hamiltonians cannot satisfy $k$-body microscopic thermal equilibrium for any $k\ge4$. We further show that this bound is tight by explicitly constructing two-body nonintegrable Hamiltonians whose stabilizer eigenstates reproduce thermal expectation values for all two-body and all three-body observables. Finally, we identify the structural origin of this limitation by characterizing the conditions under which a stabilizer state can appear as a zero-energy eigenstate of a Hamiltonian, thereby revealing a fundamental constraint imposed by the few-body nature of interactions.

String Breaking and Glueball Dynamics in $2+1$D Quantum Link Electrodynamics

Jiahao Cao, Rohan Joshi, Yizhuo Tian, N. S. Srivatsa, Jad C. Halimeh

2601.16166 • Jan 22, 2026

QC: medium Sensing: none Network: none

This paper uses tensor network simulations to study how flux strings break and form glueball-like bound states in a quantum electrodynamics model, providing insights into quark confinement physics that could be experimentally verified using quantum simulators.

Key Contributions

  • Demonstrated two-stage string breaking mechanism in spin-1 quantum link electrodynamics not possible in spin-1/2 formulations
  • Provided efficient qudit circuits for quantum simulation experiments implementable on ion-trap quantum computers
quantum simulation tensor networks quantum electrodynamics string breaking glueball dynamics
View Full Abstract

At the heart of quark confinement and hadronization, the physics of flux strings has recently become a focal point in the field of quantum simulation of high-energy physics (HEP). Despite considerable progress, a detailed understanding of the behavior of flux strings in quantum simulation-relevant lattice formulations of gauge theories has remained limited to the lowest truncations of the gauge field, which are severely limited in their ability to draw conclusions about the quantum field theory limit. Here, we employ tensor network simulations to investigate the behavior of flux strings in a quantum link formulation of $2+1$D quantum electrodynamics (QED) with a spin-$1$ representation of the gauge field. We first map out the ground-state phase diagram of this model in the presence of two spatially separated static charges, revealing distinct microscopic processes responsible for string breaking, including a two-stage breaking mechanism not possible in the spin-$\frac{1}{2}$ formulation. Starting in different initial product state string configurations, we then explore far-from-equilibrium quench dynamics across various parameter regimes, demonstrating genuine $2+1$D real-time string breaking and glueball-like bound state formation, with the latter not possible in the spin-$\frac{1}{2}$ formulation. In and out of equilibrium, we consider different values and placements of the static charges. Finally, we provide efficient qudit circuits for a quantum simulation experiment in which our results can be observed in state-of-the-art ion-trap setups. Our findings lay the groundwork for quantum simulations of flux strings towards the quantum field theory limit.

On the structural properties of Lie algebras via associated labeled directed graphs

Tim Heib, David Edward Bruschi

2601.16161 • Jan 22, 2026

QC: low Sensing: low Network: none

This paper develops a method for representing finite-dimensional Lie algebras as labeled directed graphs, enabling visual identification of algebraic properties like solvability and nilpotency. The authors provide algorithms for constructing these graphs and demonstrate applications to physically relevant algebras including those used in quantum mechanics.

Key Contributions

  • Introduction of graph-theoretic representation for Lie algebras with structural property identification
  • Development of algorithms for constructing algebra graphs and analyzing central/derived series
  • Application to quantum mechanical time evolution via Lie algebraic factorization methods
Lie algebras graph theory algebraic structure quantum mechanics mathematical physics
View Full Abstract

We present a method for associating labeled directed graphs to finite-dimensional Lie algebras, thereby enabling rapid identification of key structural algebraic features. To formalize this approach, we introduce the concept of graph-admissible Lie algebras and analyze properties of valid graphs given the antisymmetry property of the Lie bracket as well as the Jacobi identity. Based on these foundations, we develop graph-theoretic criteria for solvability, nilpotency, presence of ideals, simplicity, semisimplicity, and reductiveness of an algebra. Practical algorithms are provided for constructing such graphs and those associated with the lower central series and derived series via an iterative pruning procedure. This visual framework allows for an intuitive understanding of Lie algebraic structures that goes beyond purely visual advantages, since it enables a simpler and swifter grasping of the algebras of interest beyond computational-heavy approaches. Examples, which include the Schrödinger and Lorentz algebra, illustrate the applicability of these tools to physically relevant cases. We further explore applications in physics, where the method facilitates computation of similtude relations essential for determining quantum mechanical time evolution via the Lie algebraic factorization method. Extensions to graded Lie algebras and related conjectures are discussed. Our approach bridges algebraic and combinatorial perspectives, offering both theoretical insights and computational tools into this area of mathematical physics.

Polynomial-time thermalization and Gibbs sampling from system-bath couplings

Samuel Slezak, Matteo Scandi, Álvaro M. Alhambra, Daniel Stilck França, Cambyse Rouzé

2601.16154 • Jan 22, 2026

QC: medium Sensing: low Network: none

This paper proves that certain quantum systems can reach thermal equilibrium (their steady state) in polynomial time when weakly coupled to thermal baths, including systems used for quantum Gibbs sampling algorithms and many-body quantum thermalization. The authors develop new mathematical techniques to bound convergence rates for non-commuting quantum systems like spin chains and interacting fermions.

Key Contributions

  • Polynomial-time convergence proofs for Lindblad dynamics in quantum Gibbs sampling and thermalization
  • Novel technical method for extrapolating spectral gap bounds from quasi-local to non-local Lindbladian generators
Lindblad dynamics quantum thermalization Gibbs sampling spectral gap many-body systems
View Full Abstract

Many physical phenomena, including thermalization in open quantum systems and quantum Gibbs sampling, are modeled by Lindbladians approximating a system weakly coupled to a bath. Understanding the convergence speed of these Lindbladians to their steady states is crucial for bounding algorithmic runtimes and thermalization timescales. We study two such families of processes: one characterizing a repeated-interaction Gibbs sampling algorithm, and another modeling open many-body quantum thermalization. We prove that both converge in polynomial time for several non-commuting systems, including high-temperature local lattices, weakly interacting fermions, and 1D spin chains. These results demonstrate that simple dissipative quantum algorithms can prepare complex Gibbs states and that Lindblad dynamics accurately capture thermal relaxation. Our proofs rely on a novel technical result that extrapolates spectral gap lower bounds from quasi-local Lindbladians to the non-local generators governing these dynamics.

Fair sampling with temperature-targeted QAOA based on quantum-classical correspondence theory

Tetsuro Abe, Shu Tanaka

2601.16144 • Jan 22, 2026

QC: high Sensing: none Network: none

This paper proposes SBO-QAOA, a modified quantum approximate optimization algorithm that uses temperature-dependent Hamiltonians to fairly sample all optimal solutions in combinatorial optimization problems, unlike standard QAOA which becomes biased toward certain solutions as circuit depth increases.

Key Contributions

  • Development of SBO-QAOA algorithm using temperature-dependent Hamiltonians based on quantum-classical correspondence theory
  • Demonstration that the modified algorithm achieves fair sampling of degenerate ground states while maintaining finite-temperature convergence properties
QAOA combinatorial optimization quantum algorithms degenerate ground states quantum-classical correspondence
View Full Abstract

In combinatorial optimization problems with degenerate ground states, fair sampling of degenerate solutions is essential. However, the quantum approximate optimization algorithm (QAOA) with a standard transverse-field mixer induces biases among degenerate states as circuit depth increases. Based on quantum-classical correspondence theory, we propose SBO-QAOA, which employs a temperature-dependent Hamiltonian encoding a Gibbs distribution as its ground state. Numerical simulations show that, unlike standard QAOA, SBO-QAOA yields ground-state probabilities converging to finite-temperature values with uniform distribution among degenerate states. These fairness and temperature-targeting properties are preserved even with only four variational parameters under a linear schedule.

A pseudo-bosonic Klein-Gordon field with finite two-points function

Fabio Bagarello

2601.16131 • Jan 22, 2026

QC: low Sensing: low Network: none

This paper introduces a new class of pseudo-bosonic Klein-Gordon quantum fields in 1+1 dimensions that have finite equal space-time two-point correlation functions, unlike standard Klein-Gordon fields. The work extends concepts from non-Hermitian quantum mechanics and uses deformed canonical commutation relations to construct these novel field theories.

Key Contributions

  • Introduction of pseudo-bosonic Klein-Gordon fields with deformed commutation relations
  • Demonstration of finite equal space-time two-point functions in a specific subclass of these fields
pseudo-bosonic fields Klein-Gordon equation non-Hermitian quantum mechanics deformed commutation relations quantum field theory
View Full Abstract

We introduce a class of pseudo-bosonic Klein-Gordon fields in 1+1 dimensions and we discuss some of their properties. This work originates from non Hermitian quantum mechanics and deformed canonical commutation relations. We show that, within this class of fields, there exist a specific subclass with the interesting feature of having finite equal space-time two-points function, contrarily to what happens for {\em standard} Klein-Gordon fields. This, in our opinion, is a relevant aspect of our proposal which is a good motivation to undertake a deeper analysis of this (and related) quantum fields.

Quantum Dimension Reduction of Hidden Markov Models

Rishi Sundar, Thomas Elliott

2601.16126 • Jan 22, 2026

QC: medium Sensing: none Network: none

This paper develops a method to compress Hidden Markov Models using quantum computing techniques, creating quantum HMMs that can model time-series data more efficiently than classical approaches. The authors extend existing tensor network compression methods to work with any finite, ergodic HMM rather than just deterministic ones.

Key Contributions

  • Extended QHMM compression techniques from deterministic transitions to general finite ergodic HMMs
  • Demonstrated superior memory-accuracy trade-offs compared to classical compression on both toy models and real speech data
quantum HMM tensor networks dimension reduction stochastic process modeling quantum machine learning
View Full Abstract

Hidden Markov models (HMMs) are ubiquitous in time-series modelling, with applications ranging from chemical reaction modelling to speech recognition. These HMMs are often large, with high-dimensional memories. A recently-proposed application of quantum technologies is to execute quantum analogues of HMMs. Such quantum HMMs (QHMMs) are strictly more expressive than their classical counterparts, enabling the construction of more parsimonious models of stochastic processes. However, state-of-the-art techniques for QHMM compression, based on tensor networks, are only applicable for a restricted subset of HMMs, where the transitions are deterministic. In this work we introduce a pipeline by which \emph{any} finite, ergodic HMM can be compressed in this manner, providing a route for effective quantum dimension reduction of general HMMs. We demonstrate the method on both a simple toy model, and on a speech-derived HMM trained from data, obtaining favourable memory--accuracy trade-offs compared to classical compression approaches.

Exceptional points in Gaussian channels: diffusion gauging and drift-governed spectrum

Frank Ernesto Quintela Rodríguez

2601.16121 • Jan 22, 2026

QC: medium Sensing: medium Network: low

This paper develops mathematical tools to separate the effects of noise (diffusion) from drift dynamics in open quantum systems, showing that the eigenvalue spectrum depends only on drift while diffusion affects steady states. The authors provide explicit transformations that 'gauge away' diffusion effects in both continuous and discrete time bosonic Gaussian systems.

Key Contributions

  • Proved that Liouvillian spectra are independent of noise strength and provided explicit Gaussian similarity transformations to separate diffusion from drift effects
  • Extended the noise-independence principle from continuous time Markov semigroups to discrete time stable Gaussian channels with analytical examples
open quantum systems Gaussian channels Liouvillian dynamics exceptional points noise independence
View Full Abstract

McDonald and Clerk [Phys.\ Rev.\ Research 5, 033107 (2023)] showed that for linear open quantum systems the Liouvillian spectrum is independent of the noise strength. We first make this noise-independence principle precise in continuous time for multimode bosonic Gaussian Markov semigroups: for Hurwitz drift, a time-independent Gaussian similarity fixed by the Lyapunov equation gauges away diffusion for all times, so eigenvalues and non-diagonalizability are controlled entirely by the drift, while diffusion determines steady states and the structure of eigenoperators. We then extend the same separation to discrete time for general stable multimode bosonic Gaussian channels: for any stable Gaussian channel, we construct an explicit Gaussian similarity transformation that gauges away diffusion at the level of the channel parametrization. We illustrate the method with a single-mode squeezed-reservoir Lindbladian and with a non-Markovian family of single-mode Gaussian channels, where the exceptional-point manifolds and the associated gauging covariances can be obtained analytically.

Quantum Metrology under Coarse-Grained Measurement

Byeong-Yoon Go, Geunhee Gwak, Young-Do Yoon, Sungho Lee, Nicolas Treps, Jiyong Park, Young-Sik Ra

2601.16106 • Jan 22, 2026

QC: low Sensing: high Network: none

This paper investigates how measurement imperfections (specifically coarse-graining in homodyne detection) affect quantum metrology performance. The researchers demonstrate both theoretically and experimentally that even severely limited measurements with only two bins can still achieve quantum-enhanced phase estimation beyond classical limits.

Key Contributions

  • Theoretical analysis showing that coarse-grained measurements can still achieve Heisenberg scaling in quantum metrology
  • Experimental demonstration of quantum-enhanced phase estimation using severely limited (two-bin) homodyne detection with 1.2-3.8 dB improvement over classical methods
quantum metrology coarse-grained measurement homodyne detection phase estimation Fisher information
View Full Abstract

While quantum metrology enables measurement precision beyond classical limits, its performance is often susceptible to experimental imperfections. Most prior studies have focused on imperfections in quantum states and operations. Here, we investigate the effect of coarse graining in quantum measurement through both theoretical analysis and experimental demonstration. Using an interferometer with a squeezed vacuum and a laser input, we analyze how coarse graining in homodyne detection affects the precision of phase estimation. We evaluate the Fisher information under various coarse-graining conditions and determine, in each case, an optimal estimation strategy that saturates the Cramér-Rao bound. Remarkably, even extremely coarse-grained measurement -- with only two bins -- enables phase estimation beyond the standard quantum limit and even achieves a precision that follows the Heisenberg scaling. We experimentally demonstrate quantum-enhanced phase estimation under coarse-grained homodyne detection. To determine an optimal estimation strategy, we employ the method of moments and present calibration procedures that enable its application to general experimental settings. Using only two bins, we observe a quantum enhancement of 1.2 dB compared to the classical method using the ideal measurement, improving towards 3.8 dB as the bin number increases. These results highlight a practical pathway to achieving quantum enhancement under the presence of severe experimental imperfections.

Robust Quantum Algorithmic Binary Decision-Making on Displacement Signals

Aishwarya Majumdar, Yuan Liu

2601.16081 • Jan 22, 2026

QC: high Sensing: high Network: low

This paper proposes a quantum algorithm for binary decision-making that determines whether a displacement signal parameter falls within specified threshold ranges. The method uses generalized quantum signal processing interferometry on hybrid qubit-bosonic systems and achieves low error rates that scale favorably with circuit depth.

Key Contributions

  • Framework for quantum binary hypothesis testing using generalized quantum signal processing interferometry
  • Polynomial approximation approach for parameter detection with O(1/d log(d)) error scaling
  • Extension to multi-threshold detection and robustness analysis under dephasing noise
quantum signal processing binary decision making displacement operators bosonic systems quantum sensing
View Full Abstract

A relevant signal in the quantum domain may manifest as a displacement or a phase shift operator in the bosonic phase space. For a real parameter $β$ embedded in such a displacement operator, the task of determining if $β\in [β_{-th}, β_{+th}]$ for real asymmetric thresholds $(β_{-th} \ne -β_{+th})$ is a binary decision problem. We propose a framework based on generalized quantum signal processing interferometry (GQSPI) on hybrid qubit-bosonic oscillator systems that addresses this parameter detection problem by recasting the practical task of active binary hypothesis testing on quantum systems to that of a polynomial approximation. We achieve a small decision error probability $p_{err}$ on the order of $O(\frac{1}{d}\log{(d)})$, with $d$ as the circuit depth. We analyze the protocol when (i) $β$ is a deterministic parameter, and (ii) when $β$ is drawn randomly from a known prior distribution. The performance of the sensing protocol under dephasing noise is also shown to be robust. We further extend our protocol from two thresholds to more general multi-threshold cases as well. Overall, the proposed framework enables decision-making over arbitrary thresholds for any general displacement signal in a single or a few shots.

Helical Current of Propagating Dirac Electrons and Geometric Coupling to Chiral Environments

Ju Gao, Fang Shen

2601.16066 • Jan 22, 2026

QC: low Sensing: medium Network: low

This paper demonstrates that propagating Dirac electrons naturally carry helical current patterns in real space due to their intrinsic spin, creating a geometric coupling mechanism with chiral environments that enables spin selectivity without requiring spin-orbit coupling terms.

Key Contributions

  • Discovery of intrinsic helical current structure in propagating Dirac electrons independent of orbital angular momentum
  • Demonstration of geometric coupling mechanism between electron helical structure and chiral environments that produces spin selectivity
Dirac electrons helical current spin selectivity geometric coupling chiral environments
View Full Abstract

We show that a propagating Dirac electron with intrinsic spin generically carries a real--space helical conserved current, even in the absence of orbital angular momentum. Using exact Dirac eigenstates in cylindrical confinement, we demonstrate that this helical structure possesses definite handedness, persists into evanescent regions, and is characterized by a geometric helix pitch independent of the longitudinal de~Broglie wavelength. This intrinsic helical geometry enables a local geometric coupling between a propagating electron and a chiral environment, yielding chirality--dependent spin selectivity through current geometry rather than through a spin--orbit coupling term.

Echoed Random Quantum Metrology

Dong-Sheng Liu, Zi-Jie Chen, Ziyue Hua, Yilong Zhou, Qing-Xuan Jie, Weizhou Cai, Ming Li, Luyan Sun, Chang-Ling Zou, Xi-Feng Ren, Guang-Can Guo

2601.16026 • Jan 22, 2026

QC: low Sensing: high Network: none

This paper introduces a new quantum metrology technique that uses random pulses to drive a nonlinear optical system, achieving high measurement sensitivity approaching fundamental quantum limits without requiring precise control or exotic quantum states. The method is robust to noise and parameter variations while being much simpler to implement than traditional quantum sensing approaches.

Key Contributions

  • Development of echoed random quantum metrology protocol that approaches Heisenberg limit without exotic probe states
  • Demonstration of robust, scalable quantum sensing technique that works across broad parameter ranges and is resilient to control errors
quantum metrology Heisenberg limit Kerr nonlinearity quantum sensing sub-Planck structures
View Full Abstract

Quantum metrology typically demands the preparation of exotic quantum probe states, such as entangled or squeezed states, to surpass classical limits. However, the need for carefully calibrated system parameters and finely optimized quantum controls imposes limitations on scalability and robustness. Here, we circumvent these limitations by introducing an echoed random process that achieves sensitivity approaching the Heisenberg limit while remaining blind to the random probe state. We demonstrate that by simply driving a Kerr nonlinear mode with random pulses, the emergence of sub-Planck phase-space structures grants high sensitivity, eliminating the need for complex quantum control. The protocol is statistically robust, yielding high performance across broad driving parameter ranges while exhibiting resilience to control fluctuations and photon loss. Broadly applicable to both bosonic and qubit platforms, our work reveals a practical, hardware-efficient, scalable, and optimization-free route to quantum-enhanced metrology in high-dimensional Hilbert spaces.

Quantum Hall Effect at 0.002T

Alexander S. Mayorov, Ping Wang, Xiaokai Yue, Biao Wu, Jianhong He, Di Zhang, Fuzhuo Lian, Siqi Jiang, Jiabei Huang, Zihao Wang, Qian Guo, Kenji Watan...

2601.16015 • Jan 22, 2026

QC: low Sensing: high Network: none

This paper demonstrates a new graphene-based platform that achieves extremely high carrier mobility by using double-layer graphene separated by boron nitride, enabling observation of quantum Hall effects at ultra-low magnetic fields and fractional quantum Hall states.

Key Contributions

  • Achievement of quantum Hall effect at ultra-low magnetic field of 0.002T
  • Demonstration of fractional quantum Hall plateau in double-layer graphene heterostructure
  • Significant mobility enhancement through mutual screening in graphene bilayer system
quantum Hall effect graphene quantum mobility fractional quantum Hall heterostructures
View Full Abstract

Graphene enables precise carrier-density control via gating, making it an ideal platform for studying electronic interactions. However, sample inhomogeneities often limit access to the low-density regimes where these interactions dominate. Enhancing carrier mobility is therefore crucial for exploring fundamental properties and developing device applications. Here, we demonstrate a significant reduction in external inhomogeneity using a double-layer graphene architecture separated by an ultra-thin hexagonal boron nitride layer. Mutual screening between the layers reduces scattering from random Coulomb potentials, resulting in a quantum mobility exceeding. Shubnikov de-Haas oscillations emerge at magnetic fields below 1 mT, while integer quantum Hall features are observed at 0.002T. Furthermore, we identify a fractional quantum Hall plateau at a filling factor of at 2T. These results demonstrate the platform's suitability for investigating strongly correlated electronic phases in graphene-based heterostructures.

Wigner's Friend as a Circuit: Inter-Branch Communication Witness Benchmarks on Superconducting Quantum Hardware

Christopher Altman

2601.16004 • Jan 22, 2026

QC: high Sensing: none Network: low

This paper implements and tests quantum circuits based on the famous Wigner's friend thought experiment on IBM quantum hardware, measuring how well these circuits can detect correlations between different measurement contexts under realistic noise conditions. The work focuses on benchmarking the operational performance of these circuits rather than testing interpretations of quantum mechanics.

Key Contributions

  • Implementation and benchmarking of Wigner's friend circuits on IBM quantum hardware with detailed noise characterization
  • Development of operational metrics for inter-branch communication witnesses including visibility and coherence measures
Wigner's friend quantum circuits IBM Quantum benchmarking noise characterization
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We implement and benchmark on IBM Quantum hardware the circuit family proposed by Violaris for estimating operational inter-branch communication witnesses, defined as correlations in classical measurement records produced by compiled Wigner's-friend-style circuits. We realize a five-qubit instance of the protocol as an inter-register message-transfer pattern within a single circuit, rather than physical signaling, and evaluate its behavior under realistic device noise and compilation constraints. The circuit encodes branch-conditioned evolution of an observer subsystem whose dynamics depend on a control qubit, followed by a controlled transfer operation that probes correlations between conditional measurement contexts. Executing on the ibm_fez backend with 20000 shots, we observe population-based visibility of 0.877, coherence witnesses of 0.840 and -0.811 along orthogonal axes, and a phase-sensitive magnitude of approximately 1.17. While the visibility metric is insensitive to some classes of dephasing, the coherence witnesses provide complementary sensitivity to off-diagonal noise. This work does not test or discriminate among interpretations of quantum mechanics. Instead, it provides a reproducible operational constraint pipeline for evaluating detectability of non-ideal channels relative to calibrated device noise.

Engineering quantum Mpemba effect by Liouvillian skin effect

Xiang Zhang Chen Sun, Fuxiang Li

2601.16002 • Jan 22, 2026

QC: medium Sensing: medium Network: low

This paper proposes using the Liouvillian skin effect in open quantum systems to engineer the quantum Mpemba effect, where a quantum state initially farther from equilibrium can relax faster than one closer to equilibrium. The authors discover a new type of quantum Mpemba effect (QME-III) with two reversals in the distance evolution and provide a more intuitive physical understanding of the phenomenon.

Key Contributions

  • Introduction of Liouvillian skin effect as a platform for engineering quantum Mpemba effect
  • Discovery of a new type of quantum Mpemba effect (QME-III) with double reversals
  • Providing physically intuitive understanding and experimental accessibility for quantum Mpemba effect realization
quantum Mpemba effect Liouvillian skin effect open quantum systems relaxation dynamics non-Hermitian physics
View Full Abstract

We propose a new approach to engineer the quantum Mpemba effect (QME) -- wherein an initial state farther from system relaxes faster than a close one -- by the Liouvillian skin effect (LSE) in open quantum systems. Moreover, the LSE serves as an ideal platform for realizing the QME and the spatial profile of the LSE provides a straightforward pathway for the initial state preparation, thereby enabling readily accessible experimental preparation. Focusing on the quadratic Lindbladians, we consider two concrete cases to design the initial states, thereby realizing the QME. Interestingly, we uncover a new kind of QME (QME-III) that is distinct from the two typical scenarios, manifested as two reversals in the Hilbert-Schmidt distance at two different times. In particular, the LSE provides a physically more intuitive understanding of the QME.

Semiclassical entanglement entropy for spin-field interaction

Matheus V. Scherer, Lea F. Santos, Alexandre D. Ribeiro

2601.15986 • Jan 22, 2026

QC: medium Sensing: medium Network: low

This paper develops a semiclassical method to calculate entanglement entropy between a spin system and a bosonic field by using classical trajectories, including complex-valued trajectories that extend beyond traditional semiclassical limits. The approach provides accurate predictions of quantum entanglement dynamics even after the Ehrenfest time when classical descriptions typically break down.

Key Contributions

  • Development of semiclassical framework for entanglement entropy calculation using classical trajectories
  • Introduction of complex trajectory methods that extend accuracy beyond the Ehrenfest time limit
entanglement entropy semiclassical methods spin-field interaction complex trajectories Ehrenfest time
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We study a general bipartite quantum system consisting of a spin interacting with a bosonic field, with the initial state prepared as the product of a spin coherent state and a canonical coherent state. Our goal is to develop a semiclassical framework to describe the entanglement dynamics between these two subsystems. Using appropriate approximations, we derive a semiclassical expression for the entanglement entropy that depends exclusively on the trajectories of the underlying classical description. By analytically extending the classical phase space into the complex domain, we identify additional complex trajectories that significantly improve the accuracy of the semiclassical description. The inclusion of these complex trajectories allows us to capture the entanglement dynamics with remarkable precision, even well beyond the Ehrenfest time. The approach is illustrated with a representative example, where the role of real and complex trajectories in reproducing the quantum entanglement entropy is explicitly demonstrated.

Universal Digitized Counterdiabatic Driving

Takuya Hatomura

2601.15972 • Jan 22, 2026

QC: high Sensing: medium Network: low

This paper develops a new method for implementing counterdiabatic driving (a technique for rapidly changing quantum system parameters while maintaining the system in its instantaneous eigenstate) on digital quantum computers. The method avoids introducing complex many-body interactions and provides explicit formulas for the rotation angles needed in digital quantum circuits.

Key Contributions

  • Universal digitized counterdiabatic driving method that avoids many-body and nonlocal interactions
  • Incorporation of infinite nested commutators in the adiabatic gauge potential
  • Explicit expressions for rotation angles enabling practical digital quantum implementation
counterdiabatic driving adiabatic quantum computation digital quantum simulation quantum control adiabatic gauge potential
View Full Abstract

Counterdiabatic driving realizes parameter displacement of an energy eigenstate of a given parametrized Hamiltonian using the adiabatic gauge potential. In this paper, we propose a universal method of digitized counterdiabatic driving, constructing the adiabatic gauge potential in a digital way with the idea of universal counterdiabatic driving. This method has three advantages over existing universal counterdiabatic driving and/or digitized counterdiabatic driving: it does not introduce any many-body and/or nonlocal interactions to an original target Hamiltonian; it can incorporate infinite nested commutators, which constitute the adiabatic gauge potential; and it gives explicit expression of rotation angles for digital implementation. We show the consistency of our method to the exact theory in an analytical way and the effectiveness of our method with the aid of numerical simulations.

Reaching the intrinsic performance limits of superconducting strip photon detectors up to 0.1 mm wide

Kristen M. Parzuchowski, Eli Mueller, Bakhrom G. Oripov, Benedikt Hampel, Ravin A. Chowdhury, Sahil R. Patel, Daniel Kuznesof, Emma K. Batson, Ryan Mo...

2601.15971 • Jan 22, 2026

QC: low Sensing: medium Network: high

This paper demonstrates a breakthrough in superconducting photon detectors by using current-biased 'rails' to eliminate edge effects that previously limited performance. The technique enables ultra-wide strip detectors up to 0.1 mm that achieve their theoretical performance limits, with dramatically reduced noise and improved detection efficiency.

Key Contributions

  • First demonstration of transitioning superconducting photon detectors from edge-limited to bulk-limited operation using current-biased rails
  • Achievement of 9 orders of magnitude reduction in dark count rate and 40% extension of photon detection plateau
  • Development of ultra-wide strip detectors up to 0.1 mm width, establishing a new class of superconducting strip photon detectors (SSPDs)
superconducting nanowire single-photon detectors SNSPD photon detection current crowding quantum photonics
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Superconducting nanowire single-photon detectors (SNSPDs) have emerged as the highest performing photon-counting detectors, making them a critical technology in quantum photonics and photon-starved optical sensing. However, the performance of SNSPDs is limited not by the intrinsic properties of the superconducting film, but by edge-induced current crowding. Despite extensive materials optimization and increasingly demanding fabrication strategies aimed at mitigating this edge-limited behavior, the device edges continue to limit the maximum device operating current, thereby degrading key performance metrics. Here, we demonstrate for the first time in situ tuning of a detector from an edge-limited to a bulk-limited regime, allowing the device to reach its intrinsic performance limit. Our approach is based on current-biased superconducting "rails" placed on either side of the detector to suppress current crowding at the edges. We show that activation of the rails reduces the dark count rate by nine orders of magnitude and extends the photon detection plateau at 1550 nm by more than 40%. These results are demonstrated on detectors up to 0.1 mm wide, establishing an entirely new class of ultra-wide strip detectors that we call superconducting strip photon detectors (SSPD). Moreover, the ability to suppress edge current crowding using the rails provides a pathway toward SSPDs with strip widths extending into the mm-scale. Such devices will enable large-area, high efficiency SSPD arrays with infrared sensitivity and open new opportunities in applications ranging from biomedical imaging to deep space optical communication.

Renormalization Treatment of IR and UV Cutoffs in Waveguide QED and Implications to Numerical Model Simulation

Romain Piron, Akihito Soeda

2601.15945 • Jan 22, 2026

QC: medium Sensing: medium Network: high

This paper develops mathematical techniques for accurately simulating quantum systems where atoms interact with light in waveguides, specifically addressing how to handle the necessary computational limits (cutoffs) that arise in numerical simulations. The work provides renormalization methods that maintain physical accuracy while reducing computational costs for multi-photon light-matter interactions.

Key Contributions

  • Non-perturbative derivation of renormalization relations for waveguide-QED models with explicit IR/UV cutoff treatment
  • Connection between bare model parameters and physically observable quantities with verification through scattering theory
  • Method for parameterizing simulations with minimal frequency bandwidth while preserving accuracy
waveguide QED renormalization light-matter interaction numerical simulation multi-photon dynamics
View Full Abstract

We present a non-perturbative, first-principles derivation of renormalization relations for waveguide-QED models, explicitly accounting for the infrared (IR) and ultraviolet (UV) cutoffs that are necessarily introduced in numerical simulations. By formulating the atomic dynamics in the time domain, we obtain explicit expressions linking the bare model parameters to the physically observable atomic frequency and decay rate, and verify their consistency with scattering theory. We further connect these results to standard Feynman diagrams, providing a transparent physical interpretation and ensuring the generality of the approach. Finally, we show how these renormalization relations can be used to parameterize simulations with a minimal frequency bandwidth, simultaneously preserving physical accuracy and reducing computational cost, thereby paving the way for efficient and reliable multi-photon light-matter simulations.

Frictional work and entropy production in integrable and non-integrable spin chains

Vishnu Muraleedharan Sajitha, Matthew J. Davis, L. A. Williamson

2601.15941 • Jan 22, 2026

QC: medium Sensing: low Network: none

This paper studies how much extra work is needed when driving quantum spin chains non-adiabatically (quickly) versus adiabatically (slowly), finding that this 'frictional work' relates to entropy production and quantum coherence buildup. The researchers compare integrable systems (which have conserved quantities) to non-integrable ones, showing how the presence or absence of integrability affects work extraction efficiency.

Key Contributions

  • Established relationship between frictional work and diagonal entropy production in non-integrable spin chains
  • Demonstrated how integrability breaking affects work extraction efficiency in different driving regimes
  • Showed that integrable systems require multi-temperature descriptions with separate contributions from independent subspaces
quantum thermodynamics spin chains adiabatic processes quantum work extraction integrability
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The maximum work extractable from a quantum system is achieved when the system is driven adiabatically. Frictional work then quantifies the difference in work output between adiabatic and non-adiabatic driving. Here we show that frictional work in a non-integrable spin chain is well-described by the diagonal entropy production associated with the build up of quantum coherence. The relationship is characterized by an effective temperature of the final adiabatic state and holds for slow to moderate driving protocols. For fast protocols, the frictional work is instead described by the quantum relative entropy between the final non-adiabatic and adiabatic states. We compare our results to those obtained from an integrable spin chain, in which case the adiabatic state is no longer described by a single temperature. In this case, the frictional work is described by a sum of terms for each independent subspace of the spin chain, which are at different effective temperatures. We show how integrability breaking can enhance work extraction in the adiabatic limit, but degrade work extraction in sufficiently non-adiabatic regimes.

Improved cryptographic security in teleportation with q-deformed non-maximal entangled states

Prabal Dasgupta, Debashis Gangopadhyay

2601.15902 • Jan 22, 2026

QC: medium Sensing: none Network: high

This paper develops enhanced quantum teleportation protocols using q-deformed mathematical structures that introduce additional parameters beyond standard Bell states. The extra parameters must be shared between parties, creating additional layers of security for quantum cryptographic communications.

Key Contributions

  • Construction of q-deformed Bell-like states that generalize standard Bell states with additional deformation parameters
  • Development of two new teleportation protocols using q-deformed non-maximally entangled states with enhanced cryptographic security
quantum teleportation q-deformed algebras quantum cryptography non-maximal entanglement Bell states
View Full Abstract

In this work the machinery of q-deformed algebras are used to enhance cryptographic security during teleportation. We use q-deformed harmonic oscillator states to develop a novel method of teleportation. The deformed states can be expressed in terms of standard oscillator states and the expressions contain certain arbitrary functions of $q$. It is the presence of these arbitrary functions that allows an enhancement of cryptographic security. The specifics are : (a) q-deformed Bell-like states are constructed which reduce to the usual Bell states when the deformation parameter $q\rightarrow 1$. These deformed states form an orthonormal basis for q-deformed entangled bipartite states when certain arbitrary functions of $q$ satisfy a constraint. (b) We discuss the generalisation of the usual teleportation protocol with non-maximally entangled states. This generalisation is then employed to construct two new protocols using q-deformed non-maximally entangled states. These states have additional parameters and these have to be shared for decryption after teleportation. Consequently, the cryptographic security is improved.

Fermion Doubling in Dirac Quantum Walks

Chaitanya Gupta, Anthony J. Short

2601.15885 • Jan 22, 2026

QC: medium Sensing: none Network: none

This paper studies quantum walks as discrete models for simulating Dirac particles, focusing on the problem of fermion doubling where unwanted additional particle solutions appear. The authors propose a new family of quantum walks that eliminates these problematic doubler states while still accurately simulating the Dirac equation in the continuum limit.

Key Contributions

  • Development of quantum walk models free of fermion doublers and pseudo-doublers
  • Theoretical framework for quantum cellular automata representation of second-quantized walks
quantum walks fermion doubling Dirac equation quantum cellular automata discrete spacetime
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We consider discrete spacetime models known as quantum walks, which can be used to simulate Dirac particles. In particular we look at fermion doubling in these models, in which high momentum states yield additional low energy solutions which behave like Dirac particles. The presence of doublers carries over to the `second quantised' version of the walks represented by quantum cellular automata, which may lead to spurious solutions when introducing interactions. Moreover, we also consider pseudo-doublers, which have high energy but behave like low energy Dirac particles, and cause potential problems regarding the stability of the vacuum. To address these issues, we propose a family of quantum walks, that are free of these doublers and pseudo-doublers, but still simulate the Dirac equation in the continuum limit. However, there remain a small number of additional low energy solutions which do not directly correspond to Dirac particles. While the conventional Dirac walk always has a zero probability for the walker staying at the same point, we obtain the family of walks by allowing this probability to be non-zero.

Magic of discrete lattice gauge theories

Gianluca Esposito, Simone Cepollaro, Luigi Cappiello, Alioscia Hamma

2601.15842 • Jan 22, 2026

QC: high Sensing: none Network: none

This paper studies the quantum computational resources needed to simulate lattice gauge theories on quantum computers, specifically analyzing 'non-stabilizerness' (magic) as a measure of simulation difficulty for discrete gauge groups. The authors find that enforcing gauge constraints for certain lattice gauge theories requires no additional quantum resources and explore how non-abelian gauge groups affect the computational complexity.

Key Contributions

  • Demonstrates that gauge constraints in Z_l lattice gauge theories require no additional non-stabilizerness resources
  • Establishes connection between non-abelian gauge group properties and average non-stabilizerness in gauge invariant Hilbert spaces
lattice gauge theory quantum simulation non-stabilizerness magic states discrete gauge groups
View Full Abstract

Simulation of quantum field theories and fundamental interactions are one of the most challenging tasks in modern particle physics. Classical computers generally fail to reproduce accurate results when it comes to strongly coupled theories such as QCD. Recent developments in quantum technologies open up the possibility of simulating such physical regimes by using quantum computers. In this paper, we study the quantum resource related to the simulability of a quantum theory, i.e. non-stabilizerness for Lattice Gauge Theory (LGT) with discrete symmetry gauge groups. We show that enforcing gauge constraints for $\mathbb{Z}_l$ LGTs has no cost in terms of this resource and discuss the relation between non-abelianity of the gauge group with the average non-stabilizerness of the gauge invariant Hilbert space.

Quantum Coherence Spaces Revisited: A von Neumann (Co)Algebraic Approach

Thea Li, Vladimir Zamdzhiev

2601.15832 • Jan 22, 2026

QC: low Sensing: none Network: none

This paper develops a mathematical framework connecting quantum theory to linear logic by creating a categorical model where quantum operations in different pictures (Schrödinger and Heisenberg) correspond to different types of logical proofs. The work uses advanced mathematical tools from noncommutative geometry and von Neumann algebras to establish this connection.

Key Contributions

  • Categorical model connecting MALL linear logic to quantum theory via Heisenberg-Schrödinger duality
  • Mathematical framework using von Neumann (co)algebras to represent quantum operations as logical proofs
linear logic categorical model von Neumann algebras CPTP maps noncommutative geometry
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We describe a categorical model of MALL (Multiplicative Additive Linear Logic) inspired by the Heisenberg-Schrödinger duality of finite-dimensional quantum theory. Proofs of formulas with positive logical polarity correspond to CPTP (completely positive trace-preserving) maps in our model, i.e. the quantum operations in the Schrödinger picture, whereas proofs of formulas with negative logical polarity correspond to CPU (completely positive unital) maps, i.e. the quantum operations in the Heisenberg picture. The mathematical development is based on noncommutative geometry and finite-dimensional von Neumann (co)algebras, which can be defined as special kinds of (co)monoid objects internal to the category of finite-dimensional operator spaces.

Classical Simulation of Noiseless Quantum Dynamics without Randomness

Jue Xu, Chu Zhao, Xiangran Zhang, Shuchen Zhu, Qi Zhao

2601.15770 • Jan 22, 2026

QC: high Sensing: none Network: none

This paper presents a new classical algorithm called Low-weight Pauli Dynamics (LPD) that can efficiently simulate quantum systems without noise or randomness by leveraging entanglement to reduce simulation errors. The work bridges tensor-network and Pauli-truncation methods to extend the range of quantum dynamics that can be classically simulated.

Key Contributions

  • Development of Low-weight Pauli Dynamics algorithm for classical simulation of quantum systems without randomness
  • Proof that entanglement can actually reduce classical simulation error rather than hinder it
  • Establishing synergy between tensor-network and Pauli-truncation simulation methods
quantum simulation classical simulation entanglement Pauli dynamics tensor networks
View Full Abstract

Simulating noiseless quantum dynamics classically faces a fundamental dilemma: tensor-network methods become inefficient as entanglement saturates, while Pauli-truncation approaches typically rely on noise or randomness. To close the gap, we propose the Low-weight Pauli Dynamics (LPD) algorithm that efficiently approximates local observables for short-time dynamics in the absence of noise. We prove that the truncation error admits an average-case bound without assuming randomness, provided that the state is sufficiently entangled. Counterintuitively, entanglement--usually an obstacle for classical simulation--alleviates classical simulation error. We further show that such entangled states can be generated either by tensor-network classical simulation or near-term quantum devices. Our results establish a rigorous synergy between existing classical simulation methods and provide a complementary route to quantum simulation that reduces circuit depth for long-time dynamics, thereby extending the accessible regime of quantum dynamics.

Improving the efficiency of QAOA using efficient parameter transfer initialization and targeted-single-layer regularized optimization with minimal performance degradation

Shubham Patel, Utkarsh Mishra

2601.15760 • Jan 22, 2026

QC: high Sensing: none Network: none

This paper improves the efficiency of the Quantum Approximate Optimization Algorithm (QAOA) by using parameter transfer initialization and targeted single-layer optimization, achieving 98.88% of full optimization performance with 8.06x speedup for unweighted graphs, while adding ridge regularization to reduce optimization inconsistencies.

Key Contributions

  • Parameter transfer initialization method that achieves 98.88% performance with 8.06x computational speedup for unweighted graphs
  • Ridge regularization technique that reduces optimization inconsistencies from 8.92% to 3.81% of test cases
QAOA quantum optimization MaxCut parameter transfer ridge regularization
View Full Abstract

Quantum approximate optimization algorithm (QAOA) have promising applications in combinatorial optimization problems (COPs). We investigated the MaxCut problem in three different families of graphs using QAOA ansats with parameter transfer initialization followed by targeted single layer optimization. For 3 regular (3R), Erdos Renyi (ER), and Barabasi Albert (BA) graphs, the parameter transfer approach achieved mean approximation ratios of 0.9443 for targeted-single layer optimization as compared to 0.9551 of full optimization. It represents 98.88 percent optimal performance, with 8.06 times computational speedup in unweighted graphs. But, in weighted graph families, optimal performance is relatively low (less than 90 percent) for higher nodes graph, suggesting parameter transfer followed by targeted-single-layer optimization is not ideal for weighted graph families, however, we find that for some weighted families (weighted 3-regular) this approach works perfectly. In 8.92 percent test cases, targeted single layer optimization outperformed the full optimization, indicating that complex parameter landscape can trap full optimization in sub-optimal local minima. To mitigate this inconsistency, ridge (L2) regularization is used to smoothen the solution landscape, which helps the optimizer to find better optimum parameters during full optimization and reduces these inconsistent test cases from 8.92 percent to 3.81 percent. This work demonstrates that efficient parameter initialization and targeted-single-layer optimization can improve the efficiency of QAOA with minimal performance degradation.

Unsplit Spreading: An Overlooked Signature of Long-Range Interaction

Jian-Feng Wu, Yi Huang, Yu-Xiang Zhang

2601.15752 • Jan 22, 2026

QC: low Sensing: medium Network: medium

This paper identifies 'unsplit spreading' as a signature of long-range interactions in quantum systems, where excitations remain coherent instead of splitting into counter-propagating wave packets. The authors show this phenomenon occurs when dispersion relations have singular features and demonstrate it in subwavelength atomic arrays.

Key Contributions

  • Theoretical proof that unsplit spreading requires singular dispersion relations from long-range interactions
  • Identification of this phenomenon in existing experimental data from 2014 quantum simulations
  • Demonstration that subradiant states in atomic arrays can host the required singular band structure
long-range interactions dispersion relations subradiant states atomic arrays quantum simulation
View Full Abstract

In conventional lattice models, the dispersion relation $ω(k)$ is assumed to be a smooth function. We prove that this smoothness implies the splitting of an initially localized excitation into counter-propagating wave packets. Consequently, unsplit spreading can occur only when $ω(k)$ develops singular features, precisely what long-range interactions enable. Remarkably, this phenomenon was clearly visible in published quantum simulation experiments as early as 2014, yet it has remained unrecognized or discussed as a distinct physical effect. We show that unsplit spreading emerges in realistic open quantum systems, such as 1D and 2D subwavelength atomic arrays, where the long-lived subradiant states host effective dispersion with the required singularities. Our work establishes unsplit spreading as an experimentally accessible, smoking-gun signature of singular band structure induced by long-range physics.

Fractional squeezing: spectra and dynamics from generalized squeezing Hamiltonian with fractional orders

Sahel Ashhab

2601.15693 • Jan 22, 2026

QC: low Sensing: medium Network: none

This paper extends quantum squeezing theory to fractional orders, allowing researchers to identify critical transition points where quantum systems change from continuous to discrete spectra and from infinite to finite oscillation amplitudes. The fractional approach provides better numerical accuracy for predicting these challenging transition behaviors.

Key Contributions

  • Generalization of squeezing Hamiltonians to fractional orders
  • Identification of critical transition points between continuous/discrete spectra
  • Numerical method for predicting oscillation amplitude transitions
fractional squeezing quantum oscillations spectral transitions Hamiltonian dynamics critical points
View Full Abstract

We generalize the generalized-squeezing problem to include fractional values of the squeezing order $n$. This approach allows us to determine the locations of critical points at which qualitative changes in behaviour occur and accurately predict the behaviour at these critical points, which are challenging for conventional computational methods. Based on our numerical calculations, we identify with a high degree of confidence the point at which the spectrum turns from continuous to discrete and the point at which oscillations turn from having asymptotically infinite amplitudes to finite amplitudes. Furthermore, we numerically investigate the behaviour in the large $n$ regime and provide an intuitive explanation that coincides with the numerical results.

Quantum-HPC hybrid computation of biomolecular excited-state energies

Kentaro Yamamoto, Riku Masui, Takahito Nakajima, Miwako Tsuji, Mitsuhisa Sato, Peter Schow, Lukas Heidemann, Matthew Burke, Philipp Seitz, Oliver J. B...

2601.15677 • Jan 22, 2026

QC: high Sensing: none Network: none

This paper develops a hybrid computing workflow that combines classical supercomputing (Fugaku) with quantum computing (Quantinuum trapped-ion system) to simulate excited-state energies in large biomolecular systems. The approach uses the ONIOM framework to handle complex protein active sites and their molecular environments more accurately than classical methods alone.

Key Contributions

  • Development of quantum-classical hybrid workflow for biomolecular simulation
  • Demonstration of ONIOM framework integration with trapped-ion quantum computers
  • Scalable approach for accurate simulation of complex biomolecular reactions
quantum-classical hybrid biomolecular simulation ONIOM trapped-ion quantum computer excited-state energies
View Full Abstract

We develop a workflow within the ONIOM framework and demonstrate it on the hybrid computing system consisting of the supercomputer Fugaku and the Quantinuum Reimei trapped-ion quantum computer. This hybrid platform extends the layered approach for biomolecular chemical reactions to accurately treat the active site, such as a protein, and the large and often weakly correlated molecular environment. Our result marks a significant milestone in enabling scalable and accurate simulation of complex biomolecular reactions

Enhancing the Size of Phase-Space States Containing Sub-Planck-Scale Structures via Non-Gaussian Operations

Arman, Prasanta K. Panigrahi

2601.15654 • Jan 22, 2026

QC: medium Sensing: high Network: none

This paper demonstrates that adding photons to quantum 'cat' and 'kitten' states improves their sensitivity for precision measurements by expanding their phase-space structure. The researchers show these enhanced states offer better metrological performance and could improve quantum error correction in cat code systems.

Key Contributions

  • Demonstrated metrological advantage of photon-added cat and kitten states over original forms
  • Showed that increased amplitude and phase-space area enhances quantum error correction effectiveness in cat codes
cat states quantum metrology photon addition quantum Fisher information phase space
View Full Abstract

We observe a metrological advantage in phase-space sensitivity for photon-added cat and kitten states over their original forms, due to phase-space broadening from increased amplitude via photon addition, albeit with higher energy cost. Using accessible non-classical resources, weak squeezing and displacement, we construct a squeezed state and two superposed states: the squeezed cat state and the symmetrically squeezed state. Their photon-added variants are compared with parity-matched cat and KSs using quantum Fisher information and fidelity. The QFI isocontours reveal regimes where KS exhibit high fidelity and large amplitude, enabling their preparation via Gaussian operations and photon addition. Similar regimes are identified for cat states enhanced by squeezing and photon addition, demonstrating improved metrological performance. Moreover, increased amplitude and thus larger phase-space area reduces the size of interferometric fringes, enhancing the effectiveness of quantum error correction in cat codes.

Machine Failure Detection Based on Projected Quantum Models

Larry Bowden, Qi Chu, Bernard Cena, Kentaro Ohno, Bob Parney, Deepak Sharma, Mitsuharu Takeori

2601.15641 • Jan 22, 2026

QC: medium Sensing: none Network: none

This paper develops a machine failure detection system that uses quantum computing techniques, specifically quantum feature maps, combined with statistical methods to identify anomalies in industrial equipment. The researchers tested their approach on real IoT sensor data using IBM's 133-qubit quantum processor to demonstrate practical quantum-enhanced predictive maintenance.

Key Contributions

  • Development of quantum-based anomaly detection algorithm using projected quantum feature maps
  • Demonstration of practical quantum computing application in industrial maintenance on IBM's 133-qubit Heron processor
quantum machine learning anomaly detection quantum feature maps predictive maintenance industrial IoT
View Full Abstract

Detecting machine failures promptly is of utmost importance in industry for maintaining efficiency and minimizing downtime. This paper introduces a failure detection algorithm based on quantum computing and a statistical change-point detection approach. Our method leverages the potential of projected quantum feature maps to enhance the precision of anomaly detection in machine monitoring systems. We empirically validate our approach on benchmark multi-dimensional time series datasets as well as on a real-world dataset comprising IoT sensor readings from operational machines, ensuring the practical relevance of our study. The algorithm was executed on IBM's 133-qubit Heron quantum processor, demonstrating the feasibility of integrating quantum computing into industrial maintenance procedures. The presented results underscore the effectiveness of our quantum-based failure detection system, showcasing its capability to accurately identify anomalies in noisy time series data. This work not only highlights the potential of quantum computing in industrial diagnostics but also paves the way for more sophisticated quantum algorithms in the realm of predictive maintenance.

Tensor-based phase difference estimation on time series analysis

Shu Kanno, Kenji Sugisaki, Rei Sakuma, Jumpei Kato, Hajime Nakamura, Naoki Yamamoto

2601.15616 • Jan 22, 2026

QC: high Sensing: medium Network: none

This paper develops a new quantum algorithm for estimating phase differences using tensor networks and time-evolution data, achieving improved accuracy and scalability for quantum phase estimation. The authors demonstrate their approach on IBM quantum devices with up to 52 qubits and over 5,000 gates, representing one of the largest implementations of quantum phase estimation algorithms to date.

Key Contributions

  • Novel tensor-network based phase difference estimation algorithm with nearest-neighbor gate circuits
  • Algorithmic error mitigation techniques and iterative circuit optimization methods
  • Large-scale experimental demonstration on IBM quantum devices with up to 52 qubits
quantum phase estimation tensor networks time evolution error mitigation near-term quantum computing
View Full Abstract

We propose a phase-difference estimation algorithm based on the tensor-network circuit compression, leveraging time-evolution data to pursue scalability and higher accuracy on a quantum phase estimation (QPE)-type algorithm. Using tensor networks, we construct circuits composed solely of nearest-neighbor gates and extract time-evolution data by four-type circuit measurements. In addition, to enhance the accuracy of time-evolution and state-preparation circuits, we propose techniques based on algorithmic error mitigation and on iterative circuit optimization combined with merging into matrix product states, respectively. Verifications using a noiseless simulator for the 8-qubit one-dimensional Hubbard model using an ancilla qubit show that the proposed algorithm achieves accuracies with 0.4--4.7\% error from a true energy gap on an appropriate time-step size, and that accuracy improvements due to the algorithmic error mitigation are observed. We also confirm the enhancement of the overlap with matrix product states through iterative optimization. Finally, the proposed algorithm is demonstrated on IBM Heron devices with Q-CTRL error suppression for 8-, 36-, and 52-qubit models using more than 5,000 2-qubit gates. These largest-scale demonstrations for the QPE-type algorithm represent significant progress not only toward practical applications of near-term quantum computing but also toward preparation for the era of error-corrected quantum devices.

Optimized Slice-Phase Control of Mirror Pulse in Cold-Atom Interferometry with Finite Response Time

Xueting Fang, Doudou Wang, Kun Yuan, Jie Deng, Qin Luo, Xiaochun Duan, Minkang Zhou, Lushuai Cao, Zhongkun Hu

2601.15586 • Jan 22, 2026

QC: low Sensing: high Network: none

This paper develops optimized control pulses for cold-atom interferometers using quantum optimal control techniques, specifically improving mirror pulses through adaptive phase slicing to achieve better robustness against experimental imperfections while maintaining high efficiency.

Key Contributions

  • Development of adaptive slice-phase control method using GRAPE optimization for mirror pulses in atom interferometry
  • Demonstration of enhanced robustness to experimental variations in detuning, Rabi frequency, and response-time delays while maintaining high transfer efficiency
atom interferometry quantum optimal control GRAPE mirror pulses quantum sensing
View Full Abstract

Atom interferometers require both high efficiency and robust performance in their mirror pulses under experimental inhomogeneities. In this work, we demonstrated that quantum optimal control designed mirror pulse significantly enhance interferometer performance by using novel adaptive sliced structure. Using gradient ascent pulse engineering (GRAPE), optimized mirror pulse for a Mach-Zehnder light-pulse atom interferometer was designed by discretizing the control into non-uniform phase slices. This design broadened the tolerence to experimentally relevant variations in detuning $[-Ω_0,Ω_0]$ and Rabi frequency $[0.1\timesΩ_0,1.9\timesΩ_0]$ ($Ω_0=2π\times25$ kHz), while maintaining high transfer efficiency even when the response-time delays up to 1.6 $\rm{μs}$. The optimized pulse was found to be robust to coupling inhomogeneity and velocity spread, offering a significant improvement in robustness over conventional pulse. The adaptive pulse slicing method provides a minimalist strategy that reduces experimental complexity while enhancing robustness and scalability, offering an innovative scheme for quantum optimal control in high precision atom interferometry.

Bright Pulsed Squeezed Light for Quantum-Enhanced Precision Microscopy

Alex Terrasson, Lars Madsen, Joel Grim, Warwick Bowen

2601.15565 • Jan 22, 2026

QC: none Sensing: high Network: low

This paper demonstrates a method to generate bright pulsed squeezed light with record-breaking noise reduction levels for use in quantum-enhanced microscopy. The researchers achieved -3.2 dB of bright squeezing using a waveguide-based optical parametric amplification process, enabling better precision measurements in biological imaging applications.

Key Contributions

  • Record-breaking -3.2 dB bright pulsed squeezed light generation using waveguide-based optical parametric amplification
  • Demonstration of quantum-enhanced precision microscopy with optical power levels suitable for biological applications
squeezed light quantum metrology nonlinear microscopy optical parametric amplification quantum sensing
View Full Abstract

Squeezed states of light enable enhanced measurement precision by reducing noise below the standard quantum limit. A key application of squeezed light is nonlinear microscopy, where state-of-the-art performance is limited by photodamage and quantum-limited noise. Such microscopes require bright, pulsed light for optimal operation, yet generating and detecting bright pulsed squeezing at high levels remains challenging. In this work, we present an efficient technique to generate high levels of bright picosecond pulsed squeezed light using a $χ^2$ optical parametric amplification process in a waveguide. We measure $-3.2~\mathrm{dB}$ of bright squeezing with optical power compatible with nonlinear microscopy, as well as $-3.6~\mathrm{dB}$ of vacuum squeezing. Corrected for losses, these squeezing levels correspond to $-15.4^{+2.7}_{-8.7}~\mathrm{dB}$ of squeezing generated in the waveguide. The measured level of bright amplitude pulsed squeezing is to our knowledge the highest reported to date, and will contribute to the broader adoption of quantum-enhanced nonlinear microscopy in biological studies.

Spectator-transition crosstalk in a spin-3/2 silicon vacancy qudit in silicon carbide revealed by broadband Ramsey interferometry

Jun-Jae Choi, Seung-Jae Hwang, Seoyoung Paik, Juhwan Kim, Jawad UI-Hassan, Nguyen Tien Son, Hiroshi Abe, Takeshi Oshima, Jaekwon Suk, Hyeon-Ho Jeong, ...

2601.15559 • Jan 22, 2026

QC: high Sensing: medium Network: medium

This paper investigates unwanted crosstalk between energy levels in silicon vacancy qudits (quantum systems with more than two levels) in silicon carbide when applying microwave pulses. The researchers use broadband Ramsey interferometry to identify and quantify this crosstalk, providing a framework for either suppressing it or exploiting it for improved qudit control.

Key Contributions

  • Development of broadband Ramsey interferometry technique to reveal spectator-transition crosstalk in multilevel quantum systems
  • Analytical framework mapping crosstalk signatures to energy level differences with predictive six-branch structure
  • Practical guidance for multilevel control in silicon vacancy qudits including crosstalk suppression and exploitation strategies
silicon vacancy qudit silicon carbide crosstalk Ramsey interferometry
View Full Abstract

Color center spins in 4H-SiC offer a rare combination of wafer-scale materials maturity with long spin coherence and chip-level photonics, making them promising building blocks for scalable quantum technologies. In particular, the silicon vacancy hosts an S=3/2 ground state, a native qudit that enables compact encodings and subspace-selective control, but also introduces spectator transitions: short, detuned pulses can coherently drive non-addressed level pairs and create crosstalk. Here we use broadband Ramsey interferometry to reveal and quantify such spectator-transition crosstalk. Experimentally, the Ramsey Fourier spectra display multiple lines beyond the addressed single-quantum transition. Analytically, we map each line to a pairwise energy difference between qudit levels of the rotating-frame Hamiltonian and assign its weight via compact amplitudes set by the prepared state and the microwave pulse parameters, predicting a deterministic six-branch structure. Numerical time-domain propagation with the experimental sampling reproduces the detuning map, and the measured peak positions coincide with the analytic branch lines without frequency fitting. Together these results provide a practical, spectator-aware framework for multilevel control in the silicon vacancy qudit. The approach offers clear guidance to suppress crosstalk or, conversely, to exploit spectator lines, for example as additional constraints for in situ pulse calibration and for phase-sensitive quantum state and process estimation.

Bidirectional teleportation using scrambling dynamics: a practical protocol

Amit Vikram, Edwin Chaparro, Muhammad Miskeen Khan, Andrew Lucas, Chris Akers, Ana Maria Rey

2601.15536 • Jan 21, 2026

QC: high Sensing: none Network: high

This paper demonstrates how quantum information scrambling can enable bidirectional quantum state exchange between systems without requiring precise local control, using a protocol that combines black hole information recovery concepts with quantum teleportation running simultaneously in both directions.

Key Contributions

  • Development of a bidirectional quantum teleportation protocol using scrambling dynamics that works with global interactions alone
  • Demonstration that quantum information scrambling can implement SWAP gates between collective degrees of freedom without universal local control
  • Proposal for experimental realization using the Dicke model in cavity-QED and trapped-ion platforms
quantum teleportation information scrambling SWAP gate Hayden-Preskill recovery Dicke model
View Full Abstract

We show that quantum information scrambling can enable a generic SWAP gate between collective degrees of freedom in systems without universal local control. Our protocol combines the Hayden-Preskill recovery scheme, associated with the black hole information paradox, with quantum teleportation and runs them in parallel and in opposite directions, enabling bidirectional exchange of quantum states through global interactions alone. This approach cleanly distinguishes the roles of information spreading, entanglement, and chaos for enabling both coherent state transfer and recovery. We propose an experimental realization using the Dicke model, which can be realized in cavity-QED and trapped-ion platforms, highlighting the utility of holography in designing practical quantum gates.

A Sublinear-Time Quantum Algorithm for High-Dimensional Reaction Rates

Tyler Kharazi, Ahmad M. Alkadri, Kranthi K. Mandadapu, K. Birgitta Whaley

2601.15523 • Jan 21, 2026

QC: high Sensing: none Network: none

This paper develops a quantum algorithm for computing reaction rates in high-dimensional chemical systems by solving the Fokker-Planck equation. The algorithm achieves exponential speedup over classical methods for systems with many interacting particles, potentially enabling quantum computers to simulate complex chemical reactions that are intractable classically.

Key Contributions

  • Novel Gaussian linear combination of Hamiltonian simulations (Gaussian-LCHS) technique for non-unitary quantum dynamics
  • Quantum algorithm achieving exponential speedup in particle number and polynomial speedups in accuracy and time compared to classical bounds
  • Direct matrix element estimation method that avoids exponential decay in success probability
quantum algorithms Fokker-Planck equation Hamiltonian simulation chemical reaction rates high-dimensional systems
View Full Abstract

The Fokker-Planck equation models rare events across sciences, but its high-dimensional nature challenges classical computers. Quantum algorithms for such non-unitary dynamics often suffer from exponential {decay in} success probability. We introduce a quantum algorithm that overcomes this for computing reaction rates. Using a sum-of-squares representation, we develop a Gaussian linear combination of Hamiltonian simulations (Gaussian-LCHS) to represent the non-unitary propagator with $O\left(\sqrt{t\|H\|\log(1/ε)}\right)$ queries to its block encoding. Crucially, we pair this with {a} novel technique to directly estimate matrix elements without exponential decay. For $η$ pairwise interacting particles discretized with $N$ plane waves per degree of freedom, we estimate reactive flux to error $ε$ using $\widetilde{O}\left((η^{5/2}\sqrt{tβ}α_V + η^{3/2}\sqrt{t/β}N)/ε\right)$ quantum gates, where $α_V = \max_{r}|V'(r)/r|$. For non-convex potentials, the {sharpest classical} worst-case analytical bounds to simulate the related overdamped Langevin {equation} scale as $O(te^{Ω(η)}/ε^4)$. This {implies} an exponential separation in particle number $η$, a quartic speedup in $ε$, and quadratic speedup in $t$. While specialized classical heuristics may outperform these bounds in practice, this demonstrates a rigorous route toward quantum advantage for high-dimensional dissipative dynamics.

Dissipative Quantum Dynamics in Static Network with Different Topologies

Wei-Yang Liu, Hsuan-Wei Lee

2601.15439 • Jan 21, 2026

QC: medium Sensing: low Network: medium

This paper studies how quantum information (population and coherence) spreads and decays in networks of different shapes when connected to thermal environments. The researchers use both small-scale exact models and large-scale approximations to understand how network structure affects the preservation of quantum properties.

Key Contributions

  • Development of Lindblad master equation approach for analyzing dissipative quantum dynamics in small networks with different topologies
  • Introduction of mean-field method to study quantum coherence dynamics in large-scale networks and demonstrate topology sensitivity
dissipative quantum dynamics network topology Lindblad master equation quantum coherence thermal reservoir
View Full Abstract

We investigate the dissipative dynamics of quantum population and coherence among different network topologies of a quantum network using a quantum spin model coupled to a thermal bosonic reservoir. Our study proceeds in two parts. First, we analyze a small network of Ising spins embedded in a large dissipative bath, modeled via the Lindblad master equation, where temperature arises naturally from system-bath coupling. This approach reveals how network topology shapes quantum dissipative dynamics, providing a basis for controlling quantum coherence through tailored network structures. Second, we propose a mean-field approach that extends the network to larger scales and captures dissipative dynamics in large-scale networks, connecting network topology to quantum coherence in complex systems and revealing the sensitivity of quantum coherence to network structure. Our results highlight how dissipative quantum dynamics depend on network topology, providing insight into the coherent dynamics of entangled states in networks. These results may be extended to dynamics in complex systems such as opinion propagation in social models, epidemiology, and various condensed-phase and biological systems.

Quadratic tensors as a unification of Clifford, Gaussian, and free-fermion physics

Andreas Bauer, Seth Lloyd

2601.15396 • Jan 21, 2026

QC: high Sensing: none Network: low

This paper presents a unified mathematical framework based on quadratic tensors that describes several important families of quantum systems that can be efficiently simulated on classical computers, including Clifford circuits, stabilizer codes, and free-fermion models. The framework uses quadratic functions over abelian groups and Hopf algebras to represent different types of quantum degrees of freedom, enabling efficient classical simulation through tensor network contractions.

Key Contributions

  • Unified algebraic framework connecting Clifford circuits, free-fermion models, and stabilizer codes using quadratic tensors
  • Efficient classical simulation method for tensor networks of quadratic tensors using Schur complement-like operations
  • Generalization of stabilizer codes and Clifford gates to arbitrary abelian groups
Clifford circuits stabilizer codes free fermions classical simulation quadratic tensors
View Full Abstract

Certain families of quantum mechanical models can be described and solved efficiently on a classical computer, including qubit or qudit Clifford circuits and stabilizer codes, free-boson or free-fermion models, and certain rotor and GKP codes. We show that all of these families can be described as instances of the same algebraic structure, namely quadratic functions over abelian groups, or more generally over (super) Hopf algebras. Different kinds of degrees of freedom correspond to different "elementary" abelian groups or Hopf algebras: $\mathbb{Z}_2$ for qubits, $\mathbb{Z}_d$ for qudits, $\mathbb{R}$ for continuous variables, both $\mathbb{Z}$ and $\mathbb{R}/\mathbb{Z}$ for rotors, and a super Hopf algebra $\mathcal F$ for fermionic modes. Objects such as states, operators, superoperators, or projection-operator valued measures, etc, are tensors. For the solvable models above, these tensors are quadratic tensors based on quadratic functions. Quadratic tensors with $n$ degrees of freedom are fully specified by only $O(n^2)$ coefficients. Tensor networks of quadratic tensors can be contracted efficiently on the level of these coefficients, using an operation reminiscent of the Schur complement. Our formalism naturally includes models with mixed degrees of freedom, such as qudits of different dimensions. We also use quadratic functions to define generalized stabilizer codes and Clifford gates for arbitrary abelian groups. Finally, we give a generalization from quadratic (or 2nd order) to $i$th order tensors, which are specified by $O(n^i)$ coefficients but cannot be contracted efficiently in general.

The computational two-way quantum capacity

Johannes Jakob Meyer, Jacopo Rizzo, Asad Raza, Lorenzo Leone, Sofiene Jerbi, Jens Eisert

2601.15393 • Jan 21, 2026

QC: medium Sensing: none Network: high

This paper introduces computational quantum capacity, which measures how much quantum information can be transmitted through channels when encoding and decoding must be computationally efficient. The authors show that under standard cryptographic assumptions, some channels can have near-maximal unbounded capacity but zero computational capacity, revealing a fundamental computational limitation in quantum communication.

Key Contributions

  • Introduction of computational quantum capacity that incorporates efficiency constraints on encoding and decoding
  • Demonstration of stark separation between computational and unbounded two-way quantum capacity under cryptographic assumptions
  • Establishing connection between computational two-way quantum capacity and computational distillable entanglement of channel Choi states
quantum capacity quantum channels computational efficiency entanglement distillation quantum communication
View Full Abstract

Quantum channel capacities are fundamental to quantum information theory. Their definition, however, does not limit the computational resources of sender and receiver. In this work, we initiate the study of computational quantum capacities. These quantify how much information can be reliably transmitted when imposing the natural requirement that en- and decoding have to be computationally efficient. We focus on the computational two-way quantum capacity and showcase that it is closely related to the computational distillable entanglement of the Choi state of the channel. This connection allows us to show a stark computational capacity separation. Under standard cryptographic assumptions, there exists a quantum channel of polynomial complexity whose computational two-way quantum capacity vanishes while its unbounded counterpart is nearly maximal. More so, we show that there exists a sharp transition in computational quantum capacity from nearly maximal to zero when the channel complexity leaves the polynomial realm. Our results demonstrate that the natural requirement of computational efficiency can radically alter the limits of quantum communication.

Exploring Quantumness at Long-Baseline Neutrino Experiments

Murshed Alam, Vedran Brdar, Dibya S. Chattopadhyay

2601.15375 • Jan 21, 2026

QC: none Sensing: low Network: none

This paper uses long-baseline neutrino experiments to test quantum behavior versus classical physics by applying Leggett-Garg inequalities to neutrino oscillation data. The researchers find that experiments like T2K can distinguish quantum from classical behavior with high statistical significance (up to 14σ).

Key Contributions

  • Development of data-driven framework for testing Leggett-Garg inequalities in neutrino experiments
  • Quantification of statistical significance for quantum vs classical behavior detection across multiple long-baseline experiments
Leggett-Garg inequalities neutrino oscillations quantum coherence macroscopic quantum effects long-baseline experiments
View Full Abstract

Violations of classicality can be probed through measurements performed on a system at different times, as proposed by Leggett and Garg. Specifically, violations of Leggett-Garg inequalities suggest the presence of quantum effects in macroscopic systems. Long-baseline neutrino experiments provide some of the longest available propagation distances over which such tests can be performed. Previous studies of Leggett-Garg tests in the neutrino sector have largely focused on showing that the oscillation probabilities can violate classical bounds for certain parameter choices. In this work, we develop a more complete and data-driven framework that treats both the distributions representing the classical and quantum behavior, as well as the experimental uncertainties. We consider MINOS, T2K, NOvA, as well as the upcoming DUNE, and present the respective statistical significance for distinguishing quantum behavior from classical scenarios at these long-baseline neutrino experiments. Among them, we find that T2K yields the most significant violation of classicality, at the level of $\sim 14 σ$, with NOvA and projections for DUNE also resulting in a significance of more than $5σ$.

Exactly solvable topological phase transition in a quantum dimer model

Laura Shou, Jeet Shah, Matthew Lerner-Brecher, Amol Aggarwal, Alexei Borodin, Victor Galitski

2601.15377 • Jan 21, 2026

QC: medium Sensing: low Network: none

This paper studies a quantum dimer model on a triangular lattice that exhibits a controllable phase transition between a topological quantum spin liquid and an ordered state by tuning a single parameter. The researchers analytically demonstrate this transition belongs to the 2D Ising universality class and provide exact solutions for the quantum many-body system.

Key Contributions

  • Introduced exactly solvable generalized Rokhsar-Kivelson Hamiltonians with arbitrary edge-weighted dimer covering ground states
  • Analytically demonstrated a continuous quantum phase transition at α=3 between Z₂ topological quantum spin liquid and columnar ordered phases with 2D Ising universality class
quantum dimer model topological phase transition quantum spin liquid exactly solvable model Rokhsar-Kivelson Hamiltonian
View Full Abstract

We introduce a family of generalized Rokhsar-Kivelson (RK) Hamiltonians, which are reverse-engineered to have an arbitrary edge-weighted superposition of dimer coverings as their exact ground state at the RK point. We then focus on a quantum dimer model on the triangular lattice, with doubly-periodic edge weights. For simplicity we consider a $2\times1$ periodic model in which all weights are set to one except for a tunable horizontal edge weight labeled $α$. We analytically show that the model exhibits a continuous quantum phase transition at $α=3$, changing from a topological $\mathbb{Z}_2$ quantum spin liquid ($α<3$) to a columnar ordered state ($α>3$). The dimer-dimer correlator decays exponentially on both sides of the transition with the correlation length $ξ\propto1/|α-3|$ and as a power-law at criticality. The vison correlator exhibits an exponential decay in the spin liquid phase, but becomes a constant in the ordered phase. We explain the constant vison correlator in terms of loops statistics of the double-dimer model. Using finite-size scaling of the vison correlator, we extract critical exponents consistent with the 2D Ising universality class.

Superluminal Transformations and Indeterminism

Amrapali Sen, Flavio Del Santo

2601.15263 • Jan 21, 2026

QC: low Sensing: none Network: low

This paper examines the relationship between superluminal transformations (faster-than-light coordinate transformations) and indeterminism in physics. The authors prove that theories allowing superluminal transformations must have infinite information content to remain consistent, making them fundamentally deterministic unlike quantum mechanics which has genuine probabilistic indeterminism.

Key Contributions

  • Derives a no-go theorem showing superluminal transformations and finite information cannot coexist
  • Demonstrates that indeterminism from superluminal extensions is subjective rather than objective, unlike quantum indeterminacy
superluminal transformations quantum indeterminism Lorentz symmetry information theory determinism
View Full Abstract

Quantum theory is widely regarded as fundamentally indeterministic, yet classical frameworks can also exhibit indeterminism once infinite information is abandoned. At the same time, relativity is usually taken to forbid superluminal signalling, yet Lorentz symmetry formally admits superluminal transformations (SpTs). Dragan and Ekert have argued that SpTs entail indeterminism analogous to the quantum one. Here, we derive a no-go theorem from natural assumptions, which can be interpreted as: superluminal transformations (SpTs) and finite information cannot coexist. Any theory accommodating SpTs must therefore allow unbounded information content, leading to a deterministic ontology akin to that of classical theories formulated over the real numbers. Thus, any apparent indeterminism arising from superluminal transformations reflects only probabilities arising from subjective ignorance, unlike the objective nature of probabilities in quantum theory, indicating that the claimed indeterminacy from superluminal extensions is not quantum.

QDK/Chemistry: A Modular Toolkit for Quantum Chemistry Applications

Nathan A. Baker, Brian Bilodeau, Chi Chen, Yingrong Chen, Marco Eckhoff, Alexandra Efimovskaya, Piero Gasparotto, Puck van Gerwen, Rushi Gong, Kevin H...

2601.15253 • Jan 21, 2026

QC: high Sensing: none Network: none

This paper presents QDK/Chemistry, a software toolkit that connects classical electronic structure calculations to quantum computers for chemistry applications. The toolkit provides a modular architecture that allows researchers to combine different quantum chemistry methods and workflows without fragmented infrastructure.

Key Contributions

  • Modular software architecture separating data representations from computational methods
  • Plugin system integrating classical quantum chemistry packages with quantum computing frameworks
  • Infrastructure for reproducible quantum chemistry experiments on quantum computers
quantum chemistry quantum algorithms software toolkit quantum circuits electronic structure
View Full Abstract

We present QDK/Chemistry, a software toolkit for quantum chemistry workflows targeting quantum computers. The toolkit addresses a key challenge in the field: while quantum algorithms for chemistry have matured considerably, the infrastructure connecting classical electronic structure calculations to quantum circuit execution remains fragmented. QDK/Chemistry provides this infrastructure through a modular architecture that separates data representations from computational methods, enabling researchers to compose workflows from interchangeable components. In addition to providing native implementations of targeted algorithms in the quantum-classical pipeline, the toolkit builds upon and integrates with widely used open-source quantum chemistry packages and quantum computing frameworks through a plugin system, allowing users to combine methods from different sources without modifying workflow logic. This paper describes the design philosophy, current capabilities, and role of QDK/Chemistry as a foundation for reproducible quantum chemistry experiments.

Precision Enhancement in Transient Quantum Thermometry:Cold-Probe Bias and Its Removal

Debarupa Saha, Ujjwal Sen

2601.15237 • Jan 21, 2026

QC: low Sensing: high Network: none

This paper investigates how quantum thermometers can achieve better temperature measurement precision during transient periods compared to steady-state operation. The researchers found that under standard Markovian dynamics, enhanced precision requires the probe to start colder than the target temperature, but this bias can be eliminated using non-Markovian dynamics.

Key Contributions

  • Identification of cold-probe bias requirement for enhanced precision in Markovian quantum thermometry
  • Demonstration that non-Markovian dynamics can eliminate temperature bias while maintaining enhanced transient precision
quantum thermometry quantum sensing transient dynamics Markovian non-Markovian
View Full Abstract

We unveil a temperature bias of the probe in transient quantum thermometry under Markovian dynamics. Specifically, for qubit thermometers evolving under Markovian dynamics, we show that enhanced precision beyond the steady state limit can be achieved if and only if the probe is initially colder than the thermal state corresponding to the bath temperature to be estimated. In contrast, this temperature bias can be lifted when the probe dynamics is non-Markovian. In the non-Markovian regime, both hot and cold probes can simultaneously attain the same transient maximum precision, well above the steady-state value.

Purcell enhanced electroluminescence of a unipolar light emitting quantum device at 10 micron

Marta Mastrangelo, Djamal Gacemi, Axel Evirgen, Salvatore Pes, Alexandre Larrue, Pascal Filloux, Isabelle Sagnes, Abdelmounaim Harouri, Angela Vasanel...

2601.15193 • Jan 21, 2026

QC: none Sensing: low Network: low

This paper demonstrates enhanced mid-infrared light-emitting devices that use engineered metamaterials and microcavities to boost spontaneous emission through the Purcell effect, achieving 100x increased power output compared to standard devices.

Key Contributions

  • Demonstrated 100x power enhancement in mid-infrared electroluminescent devices using Purcell effect
  • Developed metamaterial approach combining nano-emitter arrays with microcavities and patch antennas for efficient spontaneous emission
Purcell effect electroluminescence metamaterials mid-infrared spontaneous emission
View Full Abstract

Efficient generation of radiation in the mid- and far- infrared relies primarily on lasers and coherent nonlinear optical phenomena driven by lasers. This wavelength range lacks of luminescent devices because the spontaneous emission rate becomes much longer than the nonradiative energy relaxation processes and therefore emitters have to count on stimulated emission produced by linear or non-linear optical gain. However, spontaneous emission is not a fundamental property of the emitter. By engineering metamaterials composed of arrays of nano-emitters into microcavities coupled to patch antennas, we have demonstrated mid-infrared electroluminescent devices emitting a collimated beam with excellent spatial properties and a factor 100 increase in the collected power, compared to standard devices. Our results illustrate that by reshaping the photonic environment around emitting dipoles, as in the Purcell effect, it is possible to enhance the spontaneous emission and conceive efficient optoelectronic light emitting devices that operate close to the thermodynamical equilibrium as LEDs in the visible range.

Finite de Finetti for convex bodies and Polynomial Optimization

Julius A. Zeiss, Gereon Koßmann, René Schwonnek, Martin Plávala

2601.15184 • Jan 21, 2026

QC: low Sensing: none Network: low

This paper proves a mathematical theorem about representing complex probability distributions using simpler components (finite de Finetti theorem) for general convex shapes, and applies this to solve polynomial optimization problems with better convergence guarantees. The work extends quantum entanglement concepts to broader mathematical frameworks.

Key Contributions

  • Finite de Finetti representation theorem for general convex bodies using relative entropy in general probabilistic theories
  • Convergent conic hierarchy for polynomial optimization problems with both equality and inequality constraints
de Finetti theorem general probabilistic theories polynomial optimization convex optimization monogamy of entanglement
View Full Abstract

Leveraging a recently proposed notion of relative entropy in general probabilistic theories (GPT), we prove a finite de Finetti representation theorem for general convex bodies. We apply this result to address a fundamental question in polynomial optimization: the existence of a convergent outer hierarchy for problems with inequality constraints and analytical convergence guarantees. Our strategy generalizes a quantitative monogamy-of-entanglement argument from quantum theory to arbitrary convex bodies, establishing a uniform upper bound on mutual information in multipartite extensions. This leads to a finite de Finetti theorem and, subsequently, a convergent conic hierarchy for a wide class of polynomial optimization problems subject to both equality and inequality constraints. We further provide a constructive rounding scheme that yields certified interior points with controlled approximation error. As an application, we express the optimal GPT value of a two-player non-local game as a polynomial optimization problem, allowing our techniques to produce approximation schemes with finite convergence guarantees.

A nearly linear-time Decoded Quantum Interferometry algorithm for the Optimal Polynomial Intersection problem

Ansis Rosmanis

2601.15171 • Jan 21, 2026

QC: high Sensing: none Network: none

This paper improves a quantum algorithm called Decoded Quantum Interferometry (DQI) for solving a specific optimization problem called Optimal Polynomial Intersection, reducing the runtime from quadratic to nearly linear time. The work builds on recent developments in quantum algorithms for combinatorial optimization problems that can outperform classical approaches.

Key Contributions

  • Development of a nearly linear-time quantum algorithm for the Optimal Polynomial Intersection problem
  • Elimination of the quadratic-time Dicke state preparation bottleneck in the original DQI algorithm
quantum algorithms decoded quantum interferometry combinatorial optimization polynomial intersection Dicke states
View Full Abstract

Recently, Jordan et al. (Nature, 2025) introduced a novel quantum-algorithmic technique called Decoded Quantum Interferometry (DQI) for solving specific combinatorial optimization problems associated with classical codes. They presented a constraint-satisfaction problem called Optimal Polynomial Intersection (OPI) and showed that, for this problem, a DQI algorithm running in polynomial time can satisfy a larger fraction of constraints than any known polynomial-time classical algorithm. In this work, we propose several improvements to the DQI algorithm, including sidestepping the quadratic-time Dicke state preparation. Given random access to the input, we show how these improvements result in a nearly linear-time DQI algorithm for the OPI problem. Concurrently and independently with this work, Khattar et al. (arXiv:2510:10967) also construct a nearly linear-time DQI algorithm for OPI using slightly different techniques.

Trimer Dynamics in Floquet-driven arrays of Rydberg Atoms

Edoardo Tiburzi, Lorenzo Maffi, Luca Dell'Anna, Marco Di Liberto

2601.15162 • Jan 21, 2026

QC: medium Sensing: low Network: none

This paper studies how periodic driving (Floquet protocols) can be used to create and control mobile three-particle bound states called 'trimers' in arrays of Rydberg atoms. The researchers show these trimers can move through the lattice and identify optimal conditions and geometries to enhance their stability and mobility.

Key Contributions

  • Derivation of beyond-leading-order corrections for WAHUHA Floquet protocol in Rydberg atom arrays
  • Demonstration that pulse timing can create approximate magnetization conservation symmetry
  • Identification of enhanced trimer mobility through higher-order Floquet terms
  • Analysis showing 2D triangular lattices suppress detrimental particle proliferation effects
Floquet engineering Rydberg atoms many-body bound states trimers spin chains
View Full Abstract

We analyze the WAHUHA Floquet protocol recently applied to arrays of Rydberg atoms and derive beyond-leading-order corrections in the high-frequency expansion of the effective spin theory. We find that an appropriate choice of the pulses times can enforce an approximate symmetry corresponding to the conservation of the total magnetization. The interaction channels emerging from higher-order Floquet terms affect three-body bound states (\emph{trimers}), which gain a significant mobility. We estimate the corresponding enhancement in 1D spin chains and conclude that their dynamics is within experimental reach. Detrimental effects due to the proliferation of particles outside of the trimer magnetization sector are found to occur and spread on time-scales slower than the trimer propagation. Moreover, these can be suppressed in higher dimensional lattices, e.g. in 2D triangular lattices, as the lattice geometry brings these processes off resonance. Our results establish a concrete route to realizing mobile multiparticle bound states in Floquet-engineered Rydberg platforms.

Entanglement summoning from entanglement sharing

Lana Bozanic, Alex May, Stanley Miao

2601.15112 • Jan 21, 2026

QC: medium Sensing: none Network: high

This paper studies entanglement summoning, where distributed parties work together to create entangled quantum states between distant locations despite communication constraints and network limitations. The authors provide mathematical conditions for when such entanglement summoning tasks are possible, building on entanglement sharing protocols.

Key Contributions

  • Provides if-and-only-if conditions for entanglement summoning with bidirected causal connections
  • Establishes sufficient conditions for general cases with both oriented and bidirected causal connections
entanglement summoning quantum networks entanglement distribution causal connections quantum communication
View Full Abstract

In an entanglement summoning task, a set of distributed, co-operating parties attempt to fulfill requests to prepare entanglement between distant locations. The parties share limited communication resources: timing constraints may require the entangled state be prepared before some pairs of distant parties can communicate, and a restricted set of links in a quantum network may further constrain communication. Building on earlier work, we continue the characterization of entanglement summoning. We give an if and only if condition on entanglement summoning tasks with only bidirected causal connections, and provide a set of sufficient conditions addressing the most general case containing both oriented and bidirected causal connections. Our results rely on the recent development of entanglement sharing schemes.

Bose condensation and Bogoliubov excitation in resonator-embedded superconducting qubit network

Patrick Navez, Valentina Di Meo, Berardo Ruggiero, Claudio Gatti, Fabio Chiarello, Alessandro D'Elia, Alessio Rettaroli, Emanuele Enrico, Luca Fasolo,...

2601.15101 • Jan 21, 2026

QC: medium Sensing: high Network: low

This paper demonstrates experimental observation of Bose-Einstein condensation and bistability in a network of 10 superconducting qubits coupled to a microwave resonator. Using two-tone spectroscopy, they show that above a critical pump power, the system exhibits abrupt frequency shifts characteristic of photon condensation and Bogoliubov excitations.

Key Contributions

  • Experimental demonstration of Bose-Einstein condensation in superconducting qubit networks
  • Observation of bistability and Bogoliubov excitations in coupled qubit-resonator systems
  • Two-tone spectroscopy technique for probing collective quantum dynamics in macroscopic qubit arrays
superconducting qubits Bose-Einstein condensate quantum bistability Bogoliubov excitations microwave photons
View Full Abstract

Superconducting qubit networks (SQNs) embedded in a low-dissipative resonator is a promising device allowing one not only to establish the collective quantum dynamics on a macroscopic scale but also to greatly enhance the sensitivity of detectors of microwave photons. A quantum ac Stark effect provided by coupling between an SQN and microwave photons of a resonator, leads to a strong nonlinear interaction between photons. Here, we present a two-tone spectroscopy experiment in which a set of 10 superconducting flux qubits is coupled to the input R- resonator and the output T- transmission line. An external microwave pump field close to the resonance frequency populates macroscopically the resonator mode as a Bose-Einstein condensate, while a second probe beam scans the resonances referred also as Bogoliubov-like excitations. The corresponding excitation frequency measured from the transmission coefficient, |S21(f)| displays an abrupt change of the resonant dip position once the power of the pump field overcomes a critical value Pcr. This sharp shift occurs in a narrow region of pump frequencies, and can be tuned by an applied magnetic field. It is a signature of bistability of the photon number inside the resonator, in agreement with theory.

Stimulated cooling in non-equilibrium Bose-Einstein condensate

Ka Kit Kelvin Ho, Vladislav Yu. Shishkov, Mohammad Amini, Leonie Teresa Wrathall, Evgeny Mamonov, Darius Urbonas, Ioannis Georgakilas, Tobias Herkenra...

2601.15080 • Jan 21, 2026

QC: low Sensing: medium Network: low

This paper demonstrates experimental observation of stimulated cooling in Bose-Einstein condensates made of exciton-polaritons, showing how particles cool from room temperature to 20K while maintaining quantum coherence. The researchers found that particle density splits into two fractions with different effective temperatures, revealing fundamental properties of non-equilibrium quantum systems.

Key Contributions

  • First experimental observation of stimulated cooling in non-equilibrium Bose-Einstein condensates of exciton-polaritons
  • Discovery that particle density segments into two fractions with different effective temperatures and chemical potentials
  • Demonstration that stimulated cooling directly governs quantum coherence emergence in the condensate
Bose-Einstein condensate exciton-polaritons stimulated cooling non-equilibrium quantum coherence
View Full Abstract

We report on the experimental observation of stimulated cooling in the non-equilibrium Bose-Einstein condensate (BEC) of weakly interacting exciton-polaritons from approximately room temperature down to 20K. By resolving the condensate in energy-momentum space and performing interferometric measurements, we distinguish the condensate from thermalized particles yet occupying excited states macroscopically. In contrast to the analytical quantum theories of non-equilibrium BEC [Shishkov et al., Phys. Rev. Lett. 128, 065301 (2022)], we observe segmentation of the particle density along the excited states into two fractions both following Bose-Einstein distribution, albeit with different effective temperatures and chemical potentials. Our results indicate that the temperature of the weakly interacting Bose gas is universally set by the density-dependent chemical potential, revealing a defining property of non-equilibrium BECs. Finally, we demonstrate that the stimulated nature of the cooling process directly governs the emergence of quantum coherence of the condensate and shapes the dissipative properties of the excited states.

Explaining the advantage of quantum-enhanced physics-informed neural networks

Nils Klement, Veronika Eyring, Mierk Schwabe

2601.15046 • Jan 21, 2026

QC: medium Sensing: none Network: none

This paper develops hybrid quantum-classical neural networks to solve partial differential equations (PDEs) more efficiently than purely classical physics-informed neural networks. The researchers demonstrate that quantum circuits combined with classical layers can achieve accurate PDE solutions with significantly fewer training epochs, especially for complex problems.

Key Contributions

  • Development of hybrid quantum-classical physics-informed neural networks for PDE solving
  • Demonstration that quantum networks require fewer training epochs to achieve accurate solutions compared to classical networks
  • Systematic comparison of quantum vs classical approaches across various nonlinear PDEs and boundary conditions
quantum neural networks physics-informed neural networks partial differential equations hybrid quantum-classical quantum machine learning
View Full Abstract

Partial differential equations (PDEs) form the backbone of simulations of many natural phenomena, for example in climate modeling, material science, and even financial markets. The application of physics-informed neural networks to accelerate the solution of PDEs is promising, but not competitive with numerical solvers yet. Here, we show how quantum computing can improve the ability of physics-informed neural networks to solve partial differential equations. For this, we develop hybrid networks consisting of quantum circuits combined with classical layers and systematically test them on various non linear PDEs and boundary conditions in comparison with purely classical networks. We demonstrate that the advantage of using quantum networks lies in their ability to achieve an accurate approximation of the solution in substantially fewer training epochs, particularly for more complex problems. These findings provide the basis for targeted developments of hybrid quantum neural networks with the goal to significantly accelerate numerical modeling.

Two-Qubit Spin-Boson Model in the Strong Coupling Regime: Coherence, Non-Markovianity, and Quantum Thermodynamics

Hasan Mehdi Rizvi, Devvrat Tiwari, Subhashish Banerjee

2601.15026 • Jan 21, 2026

QC: medium Sensing: medium Network: low

This paper studies how two quantum bits (qubits) behave when strongly coupled to thermal environments, examining their coherence properties, non-Markovian dynamics, and thermodynamic behavior. The researchers use advanced theoretical methods to understand how these quantum systems maintain coherence and exchange energy in non-equilibrium conditions.

Key Contributions

  • Development of theoretical framework for two-qubit systems in strong coupling regime using HEOM and RCM methods
  • Investigation of quantum coherence dynamics and non-Markovian evolution in open quantum systems
  • Analysis of entropy production and thermodynamic properties in strong-coupling quantum thermal devices
two-qubit systems open quantum systems quantum coherence non-Markovian dynamics quantum thermodynamics
View Full Abstract

We investigate the dynamics of a two-qubit open quantum system, in particular the two-qubit spin-boson model in the strong coupling regime, coupled to two thermal bosonic baths under non-Markovian and non-equilibrium conditions. Two complementary approaches, the Hierarchical Equations of Motion (HEOM) and Reaction Coordinate Mapping (RCM), are employed to examine various coupling regimes between the qubits and their respective baths. The dynamical features of the model and the impact of the tunneling amplitude on quantum coherence of the system are probed using the $l_1$-norm of coherence. The model is further shown to have non-Markovian evolution. The nontrivial task of calculating entropy production in the strong-coupling regime is performed using auxiliary density operators in HEOM. Motivated by the realization of a quantum thermal device in the strong-coupling regime, the non-equilibrium steady-state behavior of the system is investigated. Furthermore, the relationship between the heat and spin currents and the tunneling amplitude is probed.

Cavity-QED tools for MBQC with optical binomial-codes

G. P. Teja, Radim Filip

2601.15019 • Jan 21, 2026

QC: high Sensing: none Network: medium

This paper develops a toolkit for measurement-based quantum computation using optical binomial codes instead of the more complex GKP states. The authors present cavity-QED protocols for generating cluster states and implementing Pauli measurements, providing an experimentally accessible approach for photonic quantum computing using existing atom-cavity systems.

Key Contributions

  • Development of cavity-QED protocols for conditional generation of cluster states using optical binomial codes
  • Implementation framework for Pauli measurements in binomial-code-based MBQC
  • Experimental toolkit bridging existing atom-cavity architectures to quantum computation applications
measurement-based quantum computation optical binomial codes cavity-QED cluster states photonic quantum computing
View Full Abstract

Measurement-based quantum computation (MBQC) offers a promising paradigm for photonic quantum computing, but its implementation requires the generation of specific non-Gaussian resource states. While continuous-variable encodings such as the highly complex (GKP) states have been widely studied, the much simpler binomial codes offer an experimentally accessible alternative, though they demand a distinct set of operational tools. Here, we present a toolkit for MBQC using optical binomial codes, detailing a cavity-QED protocol for conditional generation of cluster states and the implementation of Pauli measurements. Our work proposes the first steps for existing optical atom-cavity architectures to lay the groundwork for their use in quantum computation.

Low-frequency fiber-optic vibration sensing with a Floquet-engineered optical lattice clock

Mojuan Yin, Ruohui Wang, Rui Zhou, Xueguang Qiao, Shougang Zhang

2601.14995 • Jan 21, 2026

QC: low Sensing: high Network: low

This paper proposes using a Floquet-engineered optical lattice clock to improve the detection of low-frequency vibrations in fiber-optic sensors. The method achieves high sensitivity to phase changes caused by vibrations across frequencies from 0.5 Hz to 200 Hz using a 4 km sensing fiber.

Key Contributions

  • Novel application of Floquet-engineered optical lattice clocks for vibration sensing
  • Enhanced low-frequency performance in fiber-optic vibration sensors with high phase change sensitivity
optical lattice clock Floquet engineering fiber-optic sensing vibration detection quantum metrology
View Full Abstract

We propose a Floquet-engineered optical lattice clock based demodulation scheme to enhance the low-frequency performance of wound fiber-optic vibration sensors. Vibration-induced phase variations in the sensing fiber are demodulated by the Floquet-engineered Rabi spectra of the clock transition. The lattice depth with the fiber length and the Floquet-engineered Rabi spectra under the vibration from 200 Hz down to 0.5 Hz are simulated. With a fiber length of 4 km and transmission loss of 2 dB/km, a phase change sensitivity higher than 6 * 10^3 rad per g is achieved at both vibration frequencies of 200 Hz and 0.5 Hz.

Comment on "Electrostatics-induced breakdown of the integer quantum Hall effect in cavity QED''

C. Ciuti, G. Scalari, J. Faist

2601.14974 • Jan 21, 2026

QC: low Sensing: medium Network: low

This paper is a comment on another preprint (arXiv:2511.04744) by Andolina et al. that discusses how electrostatic effects can cause breakdown of the integer quantum Hall effect in cavity quantum electrodynamics systems. Without access to the full content, this appears to be a scientific critique or discussion of the original work's findings.

Key Contributions

  • Scientific commentary on quantum Hall effect breakdown mechanisms
  • Analysis of electrostatic effects in cavity QED systems
quantum Hall effect cavity QED electrostatics quantum transport condensed matter physics
View Full Abstract

We comment on the preprint arXiv:2511.04744 by Andolina et al.

Multipartite entanglement in the quantum tetrahedron

Robert Amelung, Hanno Sahlmann

2601.14964 • Jan 21, 2026

QC: low Sensing: none Network: low

This paper studies multipartite entanglement in quantum tetrahedrons, which are special quantum states representing the smallest units of space in loop quantum gravity. The authors analyze how entanglement is distributed in these geometric quantum states compared to generic quantum states, finding distinct patterns in their entanglement properties.

Key Contributions

  • Characterization of multipartite entanglement in SU(2)-invariant four-party quantum states using entropic fill measure
  • Demonstration that geometric quantum states (intertwiners) have fundamentally different entanglement distributions compared to generic tensor product states
multipartite entanglement loop quantum gravity intertwiners SU(2) invariant states entropic fill
View Full Abstract

The space $\mathrm{Inv}(j_1,j_2,j_3,j_4)$ of SU(2)-invariant four-valent tensors, also known as intertwiners, can be understood as the quantum states of a tetrahedron in Euclidean space with fixed areas. In loop quantum gravity, they are states of the smallest "atom of space" with non-zero volume. At the same time they correspond to four-party tensor product states invariant under global rotations. We consider the multipartite entanglement of states in $\mathrm{Inv}(j_1,j_2,j_3,j_4)$ using the recently proposed entropic fill. Numerically evaluating entropic fill in the case of equal spins between $1/2$ and $11$, we find that the distributions of entanglement are very different for intertwiners as compared to generic tensors, and for coherent intertwiners as compared to generic ones. The peak in the distribution seems to be at the highest entanglement for generic intertwiners and at the lowest for generic tensors, but in terms of average entanglement, the roles are switched: average entanglement is highest in arbitrary tensors and lower in intertwiners, at least in the regime of large $j$. We also find that entanglement depends on the geometric data of coherent intertwiners in a complicated way.

Resonant Excitation Induced Vibronic Mollow Triplets

Devashish Pandey, Corne Koks, Martijn Wubs, Nicolas Stenger, Jake Iles-Smith

2601.14963 • Jan 21, 2026

QC: low Sensing: medium Network: low

This paper predicts that quantum emitters coupled to phonons will show Mollow triplets not just in their main emission line, but also replicated in their phonon sidebands when driven with strong resonant light. The researchers develop theoretical models to describe these 'vibronic Mollow triplets' and identify the conditions needed to observe them experimentally.

Key Contributions

  • Prediction of Mollow triplets appearing on phonon sidebands under strong resonant driving
  • Development of scalable analytical formalism for modeling vibronic effects in multi-mode molecular systems
  • Identification of precise driving conditions for observing vibronic Mollow triplets
Mollow triplet vibronic coupling phonon sidebands dressed states quantum emitters
View Full Abstract

The Mollow triplet is the definitive spectral signature of an optically dressed quantum emitter. We predict that for emitters coupled to localized phonons, this signature is not confined to the zero-phonon line. Under a strong resonant drive, we show that Mollow triplets are strikingly replicated on the associated phonon sidebands -a surprising result, given that phonon sidebands are typically viewed as incoherent, inelastic scattering pathways. These vibronic Mollow triplets are a direct fingerprint of dynamically generated dressed states that hybridize the emitter's electronic, photonic, and vibrational degrees of freedom. We develop a scalable analytical formalism to model this effect in complex, multi-mode molecular systems, such as dibenzoterrylene. Our work provides the precise driving conditions for observing these novel spectral features, establishing a new signature of coherence in vibronically coupled systems.

Impossible Counterfactuals, Discrete Hilbert Space and Bell's Theorem

Tim Palmer

2601.14941 • Jan 21, 2026

QC: low Sensing: low Network: low

This paper proposes a new interpretation of quantum mechanics called 'Rational Mechanics' (RaQM) that attempts to provide a locally realistic explanation for Bell inequality violations by discretizing Hilbert space and violating measurement independence without denying free will. The authors claim this eliminates the need for non-local effects or conspiracies in quantum mechanics.

Key Contributions

  • Proposes a locally realistic model of quantum mechanics that violates measurement independence
  • Introduces concept of 'impossible counterfactuals' in quantum measurements based on irrational numbers
Bell theorem measurement independence local realism Hilbert space discretization counterfactuals
View Full Abstract

Negating the Measurement Independence assumption (MI) is often referred to as the `third way' to account for the experimental violation of Bell's inequality. However, this route is generally viewed as ludicrously contrived, implying some implausible conspiracy where experimenters are denied the freedom to choose measurement settings as they like. Here, a locally realistic model of quantum physics is developed (Rational Mechanics - RaQM - based on a gravitational discretisation of Hilbert Space) which violates MI without denying free will. Crucially, RaQM distinguishes experimenters' ability to freely choose measurement settings to some nominal accuracy, from an inability to choose exact settings, which were never under their control anyway. In RaQM, Hilbert states are necessarily undefined in bases where squared amplitudes and/or complex phases are irrational numbers. Such `irrational' bases correspond to conceivable but necessarily impossible counterfactual measurements, and are shown to play a ubiquitous role in the analysis of both single- and entangled-particle quantum physics. It is concluded that violation of Bell inequalities can be understood with none of the strange processes historically associated with it. Instead, using concepts from (non-classical) $p$-adic number theory, we relate RaQM to Bohm and Hiley's concept of a holistic Machian-like Undivided Universe. If this interpretation of Bell's Theorem is correct, building more and more energetic particle accelerators to probe smaller and smaller scales, in the search for a theory which synthesises quantum and gravitational physics and hence a Theory of Everything, may be a fruitless exercise.

Multiparameter estimation for the superresolution of two incoherent sources

Antonin Grateau, Alexander Boeschoten, Tanguy Favin-Lévêque, Isael Herrera, Nicolas Treps

2601.14876 • Jan 21, 2026

QC: none Sensing: high Network: none

This paper demonstrates a technique to simultaneously measure three key properties (separation distance, center position, and brightness ratio) of two closely spaced light sources that cannot be resolved by conventional optical methods. The researchers use a specialized detection method called spatial-mode demultiplexing to achieve measurements below the diffraction limit.

Key Contributions

  • Experimental demonstration of simultaneous multiparameter estimation for sub-Rayleigh source separation using SPADE technique
  • Achievement of quantum-limited performance benchmarked against Cramér-Rao bounds for super-resolution parameter estimation
quantum metrology super-resolution Fisher information Cramér-Rao bound spatial mode demultiplexing
View Full Abstract

We experimentally demonstrate the simultaneous estimation of the three parameters characterizing a pair of incoherent optical sources in the sub-Rayleigh regime, enabling super-resolved scene characterization. Using spatial-mode demultiplexing (SPADE) with two demultiplexers--one deliberately shifted--we determine separations well below the diffraction limit and achieve sensitive joint estimation of separation, centroid, and relative brightness over a broad range of scene configurations in a single experimental setting. We benchmark our performance using Fisher-information-based Cramér-Rao bounds, and discuss the corresponding quantum limits. We investigate two complementary scenarios: a realistic case with slightly non-identical sources, and an idealized case of indistinguishable sources.

Exotic collective behaviors of giant quantum emitters in two-dimensional baths

Qing-Yang Qiu, Wen Huang, Lei Du, Xin-You Lü

2601.14867 • Jan 21, 2026

QC: medium Sensing: low Network: high

This paper studies how multiple 'giant atoms' (quantum emitters larger than the wavelength of light they interact with) behave collectively when coupled to two-dimensional photonic environments. The researchers show these systems can create controllable light emission patterns and maintain quantum coherence longer than expected, offering new approaches for quantum memory and light-matter interfaces.

Key Contributions

  • Demonstration of controllable chiral light-matter interfaces through phase engineering of giant atom coupling parameters
  • Discovery that coherent dipole-dipole interactions can survive in 3D continuum environments, challenging conventional decoherence understanding
  • Development of two-dimensional quantum memory platforms using engineered atomic arrangements with non-Markovian dynamics
giant atoms quantum emitters two-dimensional photonic baths chiral light-matter interface quantum memory
View Full Abstract

Nonlocal light-matter interactions with giant atoms in high-dimensional environments are not only fundamentally intriguing for testing quantum electrodynamics beyond the dipole approximation but also crucial for building high-dimensional quantum networks and engineering multipartite entangled states. Given the enigmatic and largely uncharted collective signatures exhibited by multiple giant atoms within two-dimensional optical baths, we delve into their nonperturbative collective dynamics within the single-excitation subspace, focusing on the case where they are coupled to a common two-dimensional photonic reservoir and employing a resolvent operator approach. We demonstrate that precisely engineered atomic arrangements lead to unconventional quantum dynamics, featuring non-Markovianity-induced beats and long-lived bound states in the continuum, thereby providing a versatile platform for implementing two-dimensional quantum memory. Phenomenologically, we observe the emergence of exotic photon emission patterns in both two- and three-dimensional (3D) baths. The emission directions are shown to be precisely controllable on demand through exact phase engineering of the coupling parameters, enabling a highly efficient chiral light-matter interface. Moreover, our generalization to a 3D bath reveals that coherent dipole-dipole interactions can survive despite the coupling to a continuum of modes, a finding that challenges conventional wisdom regarding decoherence.

Routing Qubits on Noisy Networks

Claudia Benedetti, Giovanni Ragazzi, Simone Cavazzoni, Paolo Bordone, Matteo G. A. Paris

2601.14824 • Jan 21, 2026

QC: medium Sensing: none Network: high

This paper studies how to route quantum information through networks by encoding qubits in the position of quantum walkers on graphs. The research focuses on how well these quantum routing protocols perform when subjected to various types of noise that would occur in real-world quantum networks.

Key Contributions

  • Development of quantum routing protocols using quantum walker position encoding
  • Analysis of routing performance robustness against static and dynamical noise in quantum networks
quantum routing quantum networks quantum walker noise resilience quantum information transfer
View Full Abstract

Robust quantum routing is essential for scalable quantum technologies. This paper investigates the resilience of routing protocols in network architectures designed for perfect, high-fidelity transfer of both classical and quantum information under ideal conditions. We encode information in the position of a quantum walker on a graph, modelling the routing of a generic qubit state from a single input to multiple (orthogonal) outputs. We analyse and assess routing performance in various regimes, evaluating their robustness against static and dynamical noise.

Testing the equivalence to thermal states via extractable work under LOCC

Toshihiro Yada, Nobuyuki Yoshioka, Takahiro Sagawa

2601.14789 • Jan 21, 2026

QC: medium Sensing: none Network: medium

This paper investigates when quantum many-body pure states behave like thermal states for work extraction when using local operations and classical communication (LOCC). The researchers find that states with maximum multipartite entanglement cannot yield extensive work under LOCC, while some states with limited entanglement can, despite appearing thermal locally.

Key Contributions

  • Established criteria for determining thermal equivalence of many-body pure states under LOCC operations
  • Demonstrated that multipartite quantum correlation structure governs thermal equivalence and work extraction capabilities
quantum thermodynamics LOCC multipartite entanglement work extraction thermal states
View Full Abstract

Understanding the thermal behavior of quantum many-body pure states is one of the most fundamental issues in quantum thermodynamics. It is widely known that typical pure states yield vanishing work, just as thermal states do, when one restricts to local operations that cannot access correlations among subsystems. However, it remains unclear whether this equivalence to thermal states persists under LOCC (local operations and classical communication), where classically accessible correlations can be exploited for work extraction. In this work, we establish criteria for determining whether many-body pure states remain equivalent to thermal states even under LOCC, and show that this thermal equivalence is governed by their multipartite quantum correlation structure. We show that states with asymptotically maximal multipartite entanglement, such as Haar-random states, cannot yield extensive work under LOCC, whereas some states with limited multipartite entanglement, such as constant-degree graph states, allow extensive work extraction despite being locally indistinguishable from thermal states. Thus, our work provides a refined operational notion of thermal equivalence beyond the traditional local regime, which is becoming increasingly important due to the recent expansion of experimentally accessible operations.

Blended Dynamics and Emergence in Open Quantum Networks

Qinghao Wen, Zihao Ren, Lei Wang, Hyungbo Shim, Guodong Shi

2601.14763 • Jan 21, 2026

QC: medium Sensing: low Network: high

This paper develops a mathematical framework called 'blended dynamics' to analyze how networks of quantum bits (qubits) behave when they are connected through various types of interactions and subject to environmental noise. The research shows that under strong coupling conditions, qubits in the network tend to synchronize and exhibit collective behaviors, extending classical network synchronization theory to quantum systems.

Key Contributions

  • Extension of classical blended dynamics theory to quantum networks with Lindblad master equation evolution
  • Proof of orbit attraction and clustering behaviors in quantum networks under strong diffusive coupling
  • Development of quantum Laplacian formalism for analyzing coherent state dynamics in qubit networks
quantum networks Lindblad master equation open quantum systems quantum synchronization diffusive coupling
View Full Abstract

In this paper, we develop a blended dynamics framework for open quantum networks with diffusive couplings. The network consists of qubits interconnected through Hamiltonian couplings, environmental dissipation, and consensus-like diffusive interactions. Such networks commonly arise in spontaneous emission processes and non-Hermitian quantum computing, and their evolution follows a Lindblad master equation. Blended dynamics theory is well established in the classical setting as a tool for analyzing emergent behaviors in heterogeneous networks with diffusive couplings. Its key insight is to blend the local dynamics rather than the trajectories of individual nodes. Perturbation analysis then shows that, under sufficiently strong coupling, all node trajectories tend to stay close to those of the blended system over time. We first show that this theory extends naturally to the reduced-state dynamics of quantum networks, revealing classical-like clustering phenomena in which qubits converge to a shared equilibrium or a common trajectory determined by the quantum blended reduced-state dynamics. We then extend the analysis to qubit coherent states using quantum Laplacians and induced graphs, proving orbit attraction of the network density operator toward the quantum blended coherent dynamics, establishing the emergence of intrinsically quantum and dynamically clustering behaviors. Finally, numerical examples validate the theoretical results.

Anomalous Localization and Mobility Edges in Non-Hermitian Quasicrystals with Disordered Imaginary Gauge Fields

Guolin Nan, Zhijian Li, Feng Mei, Zhihao Xu

2601.14754 • Jan 21, 2026

QC: low Sensing: medium Network: none

This paper studies how particles behave in a special quantum system that combines quasiperiodic structures with non-Hermitian physics, discovering unusual localization patterns and mobility edges that separate different types of confined quantum states rather than the typical extended-to-localized transition.

Key Contributions

  • Discovery of anomalous mobility edges separating Anderson-localized states from non-Hermitian skin effect states instead of extended states
  • Development of new diagnostic tools including Lyapunov exponents, center-of-mass fluctuations, and energy-dependent winding numbers for characterizing non-Hermitian localization phases
non-Hermitian physics quasicrystals Anderson localization mobility edges skin effect
View Full Abstract

We study anomalous localization in a one-dimensional non-Hermitian quasicrystal with a spatially disordered imaginary gauge field. The system is a generalized Aubry-André-Harper (AAH) chain with asymmetric nearest- and next-nearest-neighbor hoppings generated by a Bernoulli imaginary gauge field and a quasiperiodic onsite potential. In the standard non-Hermitian AAH limit, the system undergoes a transition from a fully erratic non-Hermitian skin effect (ENHSE) phase to a fully localized phase. We show that the fractal dimension cannot distinguish these phases, whereas the Lyapunov exponent and center-of-mass fluctuations provide sharp diagnostics. This transition is accompanied by a complex-to-real spectral change under periodic boundary conditions and a topological change of the spectral winding number. With next-nearest-neighbor hopping, we uncover an anomalous mobility edge separating Anderson-localized states from ENHSE states, rather than extended states. This mobility edge is captured by an energy-dependent winding number that vanishes in the localized regime. Finally, we propose a dynamical probe based on wave-packet expansion: for typical disorder realizations, the dynamics shows winding-controlled drift and disorder-selected pinning or boundary-wrapping recurrence, while disorder averaging restores Hermitian-like transport. These results offer practical spectral, topological, and dynamical diagnostics of anomalous localization and mobility edges in non-Hermitian quasicrystals.

On Distributed Quantum Computing with Distributed Fan-Out Operations

Seng W. Loke

2601.14734 • Jan 21, 2026

QC: high Sensing: none Network: high

This paper compares different approaches to distributed quantum computing, specifically examining circuits that use only entangled pairs versus those that use distributed fan-out operations based on GHZ states. The authors demonstrate that GHZ-based distributed fan-out operations can reduce circuit depth and potentially save entanglement resources compared to traditional entangled-pair approaches.

Key Contributions

  • Comparative analysis of distributed quantum computing architectures using entangled pairs versus GHZ states
  • Demonstration that distributed fan-out operations can reduce circuit depth and entanglement resource requirements
  • Proposal of distributed GHZ states as fundamental building blocks for distributed quantum operations
distributed quantum computing GHZ states entanglement distribution fan-out operations circuit depth
View Full Abstract

We compare different circuits implementing distributed versions of quantum computations, using entangled pairs only, and using distributed fan-out operations (using GHZ states). We highlight the advantages of using distributed fan-out operations in terms of reductions in circuit depth and (possibly) entanglement resources. We note that distributed fan-out operations (or notably, distributed GHZ states) could be a ``primitive'' building block for distributed quantum operations in the same way as entangled pairs are, if distributed GHZ states could be realized efficiently.

Kerr-enhanced amplification of three-wave mixing and emergent masing regimes

Ragheed Alhyder, Rishabh Sahu, Johannes M. Fink, Mikhail Lemeshko, Georgios M. Koutentakis

2601.14726 • Jan 21, 2026

QC: low Sensing: medium Network: medium

This paper develops a theory for amplifying optical signals in microresonators that combine two types of nonlinear effects (second and third-order). The researchers show that these combined effects can create amplification at lower power thresholds than either effect alone, potentially improving optical devices for various applications.

Key Contributions

  • Analytic theory showing how Kerr nonlinearity enhances three-wave mixing amplification in electro-optic microresonators
  • Demonstration of threshold reduction for optical amplification through hybridization of χ(2) and χ(3) nonlinearities
  • Time-domain simulations providing practical design guidelines for experimental implementation
microresonators nonlinear optics three-wave mixing Kerr effect optical amplification
View Full Abstract

Integrated optical microresonators exploiting either second-order ($χ^{(2)}$) or third-order ($χ^{(3)}$) nonlinearities have become key platforms for frequency conversion, low-noise microwave photonics, and quantum entanglement generation. Here, we present an analytic theory of Kerr-enhanced three-wave mixing amplification in an electro-optic microresonator with both $χ^{(2)}$ and $χ^{(3)}$ nonlinearities. We demonstrate that Kerr dressing hybridizes the optical sidebands, renormalizing the $χ^{(2)}$ couplings and detunings. As a result the system exhibits gain in regions where analogous bare $χ^{(2)}$ or $χ^{(3)}$ amplifiers are subthreshold. Time-domain Langevin simulations confirm this threshold reduction, mapping a practical design window for experiments.

Adaptive Fidelity Estimation for Quantum Programs with Graph-Guided Noise Awareness

Tingting Li, Ziming Zhao, Jianwei Yin

2601.14713 • Jan 21, 2026

QC: high Sensing: none Network: none

This paper presents QuFid, a framework that automatically determines how many measurements are needed to accurately test quantum programs on noisy quantum computers by modeling circuits as graphs and using random walks to predict how noise spreads through the circuit.

Key Contributions

  • Adaptive measurement budget allocation framework for quantum program testing that adjusts based on circuit structure and noise characteristics
  • Graph-based noise propagation model using directed acyclic graphs and control-flow-aware random walks to characterize how errors spread through quantum circuits
fidelity estimation NISQ devices quantum program testing noise propagation adaptive measurement
View Full Abstract

Fidelity estimation is a critical yet resource-intensive step in testing quantum programs on noisy intermediate-scale quantum (NISQ) devices, where the required number of measurements is difficult to predefine due to hardware noise, device heterogeneity, and transpilation-induced circuit transformations. We present QuFid, an adaptive and noise-aware framework that determines measurement budgets online by leveraging circuit structure and runtime statistical feedback. QuFid models a quantum program as a directed acyclic graph (DAG) and employs a control-flow-aware random walk to characterize noise propagation along gate dependencies. Backend-specific effects are captured via transpilation-induced structural deformation metrics, which are integrated into the random-walk formulation to induce a noise-propagation operator. Circuit complexity is then quantified through the spectral characteristics of this operator, providing a principled and lightweight basis for adaptive measurement planning. Experiments on 18 quantum benchmarks executed on IBM Quantum backends show that QuFid significantly reduces measurement cost compared to fixed-shot and learning-based baselines, while consistently maintaining acceptable fidelity bias.

Scaling Enhancement in Distributed Quantum Sensing via Causal Order Switching

Binke Xia, Zhaotong Cui, Jingzheng Huang, Yuxiang Yang, Guihua Zeng

2601.14708 • Jan 21, 2026

QC: low Sensing: high Network: medium

This paper presents a new distributed quantum sensing protocol that uses a single probe to query multiple sensors in different causal orders, achieving enhanced precision scaling without requiring fragile entangled probes. The researchers experimentally demonstrated the approach using up to 9 sensors for beam tilt sensing, achieving picoradian-scale precision.

Key Contributions

  • Novel DQS protocol achieving 1/N² precision scaling without entangled probes using causal order switching
  • Experimental demonstration with 9-sensor network achieving picoradian-scale precision in beam tilt sensing
  • More practical approach using classical mixture of causal orders rather than quantum switch
distributed quantum sensing causal order switching precision scaling quantum metrology sensing networks
View Full Abstract

Sensing networks underpin applications from fundamental physics to real-world engineering. Recently, distributed quantum sensing (DQS) has been investigated to boost the sensing performance, yet current schemes typically rely on entangled probes that are fragile to noise and difficult to scale. Here, we propose a DQS protocol that incorporates a causal-order switch into a cyclic network, enabling a single probe to sequentially query N independent sensors in a coherent superposition or a probabilistic mixture of opposite causal orders. By exploiting the noncommutativity between propagation and sensing processes, our scheme achieves a 1/N^2-scaling precision limit without involving entangled probes. Importantly, our approach utilizes a classical mixture of causal orders rather than a quantum switch, making it more feasible for practical realization. We experimentally implement this scheme for distributed beam tilts sensing in a free-space quantum optical network comprising up to 9 sensors, achieving picoradian-scale precision in estimating tilt angle. Our results demonstrate a robust and scalable DQS protocol that surpasses the conventional 1/N Heisenberg scaling in precision, advancing the practical deployment of quantum sensing networks.

Quantum Interference Needs Convention: Overlap-Determinability and Unified No-Superposition Principle

Jeongho Bang, Kyoungho Cho, Ki Hyuk Yee

2601.14638 • Jan 21, 2026

QC: medium Sensing: low Network: medium

This paper analyzes fundamental limitations in quantum superposition by showing that creating coherent superpositions of unknown quantum states requires fixing phase conventions through 'overlap-determinability.' The authors prove that universal access to such phase information would enable impossible operations like quantum cloning and faster-than-light communication.

Key Contributions

  • Formalized the concept of 'overlap-determinability' and proved exact equivalence between existence of superposition-producing maps and overlap-determinable domains
  • Demonstrated that universal access to phase-fixed overlaps would enable forbidden quantum operations and collapse computational complexity bounds like Grover's algorithm
quantum superposition no-go theorems phase conventions quantum information theory computational complexity
View Full Abstract

Quantum superposition is often phrased as the ability to add state vectors. In practice, however, the physical quantity is a ray (a rank-one projector), so each input specifies only a projector and leaves a gauge freedom in the phases of its vector representatives. This becomes a real operational barrier when one asks for a device that, given two independently prepared unknown pure states, outputs a coherent state proportional to a prescribed linear combination. We identify the missing ingredient as not probabilistic but phase-like. One needs a physical scenario that fixes a single phase convention on the relevant set of rays, so that the overlaps become well defined complex numbers. Thus, we formalize this through phase conventions and a single notion -- dubbed as "overlap-determinability." Our main theorem gives an exact equivalence: A nonzero completely positive trace-nonincreasing map that probabilistically produces superposition on a domain exists if and only if that domain is overlap-determinable. This unifies modern no-superposition results and characterizes the exceptional yes-go protocols, which succeed precisely when side information supplies the required missing resource. We then show that granting universal access to such convention-fixed overlaps destabilizes the familiar foundational and computational constraints. It enables forbidden transformations akin to quantum cloning and yields super-luminal signaling. It would also permit reflections about unknown states, leading to exponentially fast overlap amplification and a collapse of Grover's search lower bound to a logarithmic query complexity.

Programming Quantum Measurements of Time inside a Complex Medium

Dylan Danese, Vatshal Srivastav, Will McCutcheon, Saroch Leedumrongwatthanakun, Mehul Malik

2601.14565 • Jan 21, 2026

QC: medium Sensing: low Network: high

This paper demonstrates how to use a single multi-mode optical fiber to perform complex quantum measurements on photons encoded in different time bins, replacing bulky interferometer setups with a more practical fiber-based approach that can handle high-dimensional quantum states.

Key Contributions

  • Development of fiber-based programmable quantum measurements for time-bin encoded photons
  • Demonstration of scalable high-dimensional quantum state measurements up to dimension 11 using spatial-temporal mode coupling
time-bin qudits multi-mode fiber quantum measurements photonic quantum states quantum key distribution
View Full Abstract

The temporal degree-of-freedom of light is incredibly powerful for modern quantum technologies, enabling large-scale quantum computing architectures and record key-rates in quantum key distribution. However, the generalized measurement of large and complex quantum superpositions of the time-of-arrival of a photon remains a unique experimental challenge. Conventional methods based on unbalanced Franson-type interferometers scale poorly with dimension, requiring multiple cascaded devices and active phase stabilization. In addition, these are limited by construction to a restricted set of phase-only superposition measurements. Here we show how the coupling of spatial and temporal information inside a single multi-mode fiber can be harnessed to program completely generalized measurements for high-dimensional superpositions of photonic time-bin. Using the multi-spectral transmission matrix of the fiber, we find special sets of spatial modes that experience distinct dispersive delays through the fiber. By exciting coherent superpositions of these spatial modes, we engineer the equivalent of large, unbalanced multi-mode interferometers inside the fiber and use them to perform high-quality measurements of arbitrary time-bin superpositions in up to dimension 11. The single fiber functions as a scalable, common-path interferometer for time-bin qudits that significantly eases the experimental overheads of standard approaches based on unbalanced Franson-type interferometers, serving as an essential tool for quantum technologies that harness the temporal properties of light.

Self-Aligned Heterogeneous Quantum Photonic Integration

Kinfung Ngan, Yeeun Choi, Chun-Chieh Chang, Dongyeon Daniel Kang, Shuo Sun

2601.14552 • Jan 21, 2026

QC: medium Sensing: medium Network: high

This paper presents a new method for integrating high-quality quantum emitters (like diamond color centers) with photonic circuits by using a self-aligned approach that achieves near-perfect coupling efficiency between different materials. The researchers demonstrate their technique by coupling silicon vacancy centers in diamond with titanium dioxide photonic devices, enabling efficient single photon collection and optical control.

Key Contributions

  • Development of self-aligned heterogeneous integration achieving near-unity coupling efficiency between quantum emitters and photonic circuits
  • Demonstration of Purcell enhancement and optical spin control of SiV centers using heterogeneous TiO2 photonic devices
  • Broadband efficient collection of single photons from color centers into heterogeneous waveguides using inverse photonic design
quantum photonics heterogeneous integration silicon vacancy centers photonic crystal cavity single photons
View Full Abstract

Integrated quantum photonics holds significant promise for scalable photonic quantum information processing, quantum repeaters, and quantum networks, but its development is hindered by the mismatch between materials hosting high-quality quantum emitters and those compatible with mature photonic technologies. Heterogeneous integration offers a potential solution to this challenge, yet practical implementations have been limited by inevitable insertion losses at material interfaces. Here, we present a self-aligned heterogeneous quantum photonic integration approach that can deterministically achieve near-unity coupling efficiency at the interface. To showcase our approach, we demonstrate Purcell enhancement of a silicon vacancy (SiV) center in diamond induced by a heterogeneous photonic crystal cavity defined by titanium dioxide (TiO2), as well as optical spin control and readout via a TiO2 photonic circuit. We further show that, when combined with inverse photonic design, our approach enables efficient and broadband collection of single photons from a color center into a heterogeneous waveguide. Our approach is not restricted to SiV centers or TiO2; it can be broadly applied to integrate diverse solid-state quantum emitters with thin-film photonic devices where conformal deposition is possible. Together, these results establish a practical route to scalable quantum photonic integrated circuits that combine high-quality quantum emitters with technologically mature photonic platforms.

Spin-$s$ $U(1)$-eigenstate preparation

Nabi Zare Harofteh, Rafael I. Nepomechie

2601.14513 • Jan 20, 2026

QC: medium Sensing: low Network: none

This paper presents a deterministic algorithm for preparing quantum states called U(1)-eigenstates in spin chains, where these states are superpositions of computational basis states with a fixed total 'magnetization'. The method uses a Gray code approach to efficiently prepare exact eigenstates of integrable quantum spin systems.

Key Contributions

  • Deterministic algorithm for preparing U(1)-eigenstates in spin-s chains using Gray codes
  • Method for preparing exact eigenstates of integrable XXX Hamiltonians
quantum state preparation spin chains Gray codes U(1) symmetry integrable systems
View Full Abstract

We formulate a deterministic algorithm for preparing a general $U(1)$-eigenstate of a spin-$s$ chain of length $n$. These states consist of linear combinations of computational basis states $|\vec{m}\rangle$ of $n$ qudits, each with $(2s+1)$ levels and $s= 1/2, 1, 3/2, \ldots$, whose ditstrings $\vec{m}$ have a fixed digit sum. Exploiting a Gray code for bounded integer compositions, whose consecutive ditstrings obey the Gray property, the quantum state is prepared by applying corresponding ``Gray gates.'' We use this algorithm to prepare exact eigenstates of integrable spin-$s$ XXX Hamiltonians.

A Modulated Electron Lattice (MEL) Criterion for Metallic Superconductivity

Jaehwahn Kim, Davis A. Rens, Waqas Khalid, Hyunchul Kim

2601.14500 • Jan 20, 2026

QC: medium Sensing: medium Network: none

This paper proposes a new theoretical framework called Modulated Electron Lattice (MEL) to explain why only some metallic elements exhibit superconductivity while others do not. The authors introduce a criterion based on momentum-dependent stiffness that can classify metals into three categories: MEL-enhanced superconductors, conventional BCS superconductors, and non-superconducting metals.

Key Contributions

  • Introduction of the MEL criterion for predicting which metals will exhibit superconductivity
  • Unified theoretical framework that classifies metallic elements into three universal superconductivity classes
  • Explanation for why noble metals with well-defined Fermi surfaces do not exhibit superconductivity
superconductivity BCS theory metallic elements charge density wave Ginzburg-Landau theory
View Full Abstract

A central unresolved question in the theory of superconductivity is why only a small subset of metallic elements exhibit a superconducting state, whereas many others remain strictly normal. Neither the conventional Bardeen Cooper Schrieffer (BCS) framework nor its extensions involving charge density wave (CDW) or pair density wave (PDW) order provide a predictive or material-selective criterion capable of distinguishing superconducting metals from non-superconducting ones. In particular, the persistent absence of superconductivity in simple noble metals with well-defined Fermi surfaces poses a challenge for all traditional approaches. Here we address this problem using the Modulated Electron Lattice (MEL) Ginzburg Landau (GL) framework introduced in our previous work. In this formulation, a coarse-grained MEL charge field $ρ_{\mathrm{MEL}}(\mathbf{r})$ with momentum dependent stiffness $α(q)$ is coupled to the superconducting (SC) order parameter $ψ(\mathbf{r})$. We show that metallic superconductivity emerges only when the system satisfies a specific ``MEL enhancement window,'' characterized by a negative minimum of $α(q)$ at either a finite modulation wave vector $q^{\ast}$ or at $q=0$, together with sufficiently strong coupling between $ρ_{\mathrm{MEL}}$ and $ψ$. This unified criterion naturally partitions metallic elements into three universal classes: (i) MEL-enhanced superconductors with a finite-$q^{\ast}$ charge mode, (ii) conventional BCS superconductors as the homogeneous $q^{\ast}=0$ limit of the MEL framework, and (iii) metals for which $α(q)$ remains positive for all $q$, suppressing all MEL modes and preventing any superconducting instability. By applying this criterion to simple metallic elements, we identify why some metals develop superconductivity while others do not, possibly resolving a selection problem long open within the BCS paradigm.

Quantum Super-resolution by Adaptive Non-local Observables

Hsin-Yi Lin, Huan-Hsin Tseng, Samuel Yen-Chi Chen, Shinjae Yoo

2601.14433 • Jan 20, 2026

QC: medium Sensing: none Network: none

This paper proposes using quantum circuits for image super-resolution, introducing a method called Adaptive Non-Local Observable (ANO) that uses trainable quantum measurements instead of fixed ones. The authors claim their quantum approach can achieve five times higher resolution enhancement compared to classical methods while using smaller models.

Key Contributions

  • First application of variational quantum circuits to super-resolution problems
  • Introduction of Adaptive Non-Local Observable measurements with trainable multi-qubit Hermitian observables
variational quantum circuits quantum machine learning super-resolution adaptive measurements quantum observables
View Full Abstract

Super-resolution (SR) seeks to reconstruct high-resolution (HR) data from low-resolution (LR) observations. Classical deep learning methods have advanced SR substantially, but require increasingly deeper networks, large datasets, and heavy computation to capture fine-grained correlations. In this work, we present the \emph{first study} to investigate quantum circuits for SR. We propose a framework based on Variational Quantum Circuits (VQCs) with \emph{Adaptive Non-Local Observable} (ANO) measurements. Unlike conventional VQCs with fixed Pauli readouts, ANO introduces trainable multi-qubit Hermitian observables, allowing the measurement process to adapt during training. This design leverages the high-dimensional Hilbert space of quantum systems and the representational structure provided by entanglement and superposition. Experiments demonstrate that ANO-VQCs achieve up to five-fold higher resolution with a relatively small model size, suggesting a promising new direction at the intersection of quantum machine learning and super-resolution.

Quantum state exclusion with many copies

Debanjan Roy, Tathagata Gupta, Pratik Ghosal, Samrat Sen, Somshubhro Bandyopadhyay

2601.14410 • Jan 20, 2026

QC: medium Sensing: low Network: medium

This paper studies quantum state exclusion - the ability to rule out which quantum states were NOT used to prepare a system. The authors prove that while exclusion may be impossible with single copies, having multiple identical copies of quantum states always enables exclusion for sets of three or more pure states, though the required number of copies can be arbitrarily large.

Key Contributions

  • Proved that quantum state exclusion becomes possible for any set of three or more pure states when multiple copies are available
  • Showed that the number of required copies can be arbitrarily large by constructing specific examples
quantum state exclusion quantum measurements pure states multiple copies quantum state discrimination
View Full Abstract

Quantum state exclusion is the task of identifying at least one state from a known set that was not used in the preparation of a quantum system. In particular, a given set of quantum states is said to admit state exclusion if there exists a measurement such that, for each state in the set, some measurement outcome rules it out with certainty. However, state exclusion is not always possible in the single-copy setting. In this paper, we investigate whether access to multiple identical copies enables state exclusion. We prove that for any set of three or more pure states, state exclusion becomes possible with a finite number of copies. We further show that the required number of copies may be arbitrarily large -- in particular, for every natural number $N$, we construct sets of states for which exclusion remains impossible with $N$ or fewer copies.

Pauli Propagation for Imaginary Time Evolution

Rafael Gómez-Lurbe, Armando Pérez

2601.14400 • Jan 20, 2026

QC: high Sensing: medium Network: none

This paper develops a new algorithm called imaginary time Pauli Propagation (ITPP) that can efficiently simulate how quantum systems evolve in imaginary time, which is useful for finding ground states and thermal properties of quantum materials. The method works directly with Pauli operators and provides a controllable trade-off between computational cost and accuracy.

Key Contributions

  • Extension of Pauli Propagation framework to imaginary time evolution with explicit update rules
  • Development of ITPP algorithm for computing thermal and ground-state properties in Pauli basis
  • Demonstration of controlled accuracy-cost trade-off through truncation on transverse-field Ising model
  • Framework unifying real-time and imaginary-time evolution for open quantum system simulations
pauli propagation imaginary time evolution quantum simulation ground state preparation thermal states
View Full Abstract

We extend the Pauli Propagation framework to simulate imaginary time evolution. By deriving explicit update rules for the propagation of Pauli operators under imaginary time evolution generated by Pauli strings, we introduce an imaginary time Pauli Propagation (ITPP) algorithm for approximating imaginary time dynamics directly in the Pauli basis. This approach enables the computation of thermal and ground-state properties while retaining the key computational advantages of Pauli Propagation. Benchmarking ITPP on the one-dimensional transverse-field Ising model demonstrates that truncation provides a controlled trade-off between accuracy and computational cost, while also revealing challenges associated with operator growth under imaginary time evolution. Finally, combining imaginary time and real-time Pauli Propagation naturally suggests a pathway toward simulating open quantum system dynamics within a unified framework.

Differentiable quantum-trajectory simulation of Lindblad dynamics for QGP transport-coefficient inference

Lukas Heinrich, Tom Magorsch

2601.14399 • Jan 20, 2026

QC: low Sensing: none Network: none

This paper develops a method to estimate transport coefficients of quark-gluon plasma by making quantum Monte Carlo simulations differentiable, enabling gradient-based optimization for parameter inference from quarkonium suppression data.

Key Contributions

  • Development of score-function gradient estimator for differentiating through discrete jump sampling in quantum Monte Carlo simulations
  • Implementation of efficient gradient-based parameter estimation for Lindblad equation solutions in large Hilbert spaces
Lindblad dynamics quantum Monte Carlo differentiable simulation parameter estimation quark-gluon plasma
View Full Abstract

We study parameter estimation for the transport coefficients of the quark-gluon plasma by differentiating open-quantum-system-based Monte Carlo simulations of quarkonium suppression. The underlying simulator requires solving a Lindblad equation in a large Hilbert space, which makes parameter estimation computationally expensive. We approach the problem using gradient-based optimization. Specifically, we apply the score-function gradient estimator to differentiate through discrete jump sampling in the Monte Carlo wave-function algorithm used to solve the Lindblad equation. The resulting stochastic gradient estimator exhibits sufficiently low variance and can still be estimated in an embarrassingly parallel manner, enabling efficient scaling of the simulations. We implement this gradient estimator in the existing open-source quarkonium suppression code QTraj. To demonstrate its utility for parameter estimation, we infer the two transport coefficients $\hatκ$ and $\hatγ$ using gradient-based optimization on synthetic nuclear modification factor data.

Entanglement scaling and dynamics in the Sauter-Schwinger effect

S. Mahesh Chandran, Karthik Rajeev

2601.14390 • Jan 20, 2026

QC: low Sensing: medium Network: medium

This paper studies how quantum entanglement behaves in the Sauter-Schwinger effect, where strong electric fields create particle-antiparticle pairs from vacuum. The researchers show that entanglement transitions from area-law to volume-law scaling as field strength increases, revealing fundamental changes in quantum correlations during nonperturbative pair production.

Key Contributions

  • First comprehensive numerical study of entanglement entropy dynamics in the Sauter-Schwinger effect
  • Discovery of area-law to volume-law entanglement scaling transition in strong-field QED regimes
entanglement entropy Sauter-Schwinger effect quantum field theory area law volume law
View Full Abstract

In quantum field theory, entanglement entropy under spatial bipartitioning serves as a powerful information-theoretic probe of quantum correlations. In this work, we present the first comprehensive numerical study of the dynamical evolution and geometric scaling of entanglement entropy in a nonperturbative, strong-field QED setting -- specifically, in the context of the Sauter-Schwinger effect. While the weak-field regime is dominated by area-law states, we show that the entanglement entropy undergoes a transition from area-law to a volume-law scaling for certain strong-field regimes in the pulse-profile parameter space -- signaling a fundamental shift in the underlying correlation structure induced by nonperturbative pair production. For intermediate regimes, the scaling is a power-law that interpolates between area- and volume-law behavior. Finally, we provide interpretations based on the behavior of the low-energy pair-creation spectrum and discuss how these insights could inform future investigations of related phenomena.

Vanishing correlations in (bi)stochastic controlled circuits

Pavel Kos, Bruno Bertini, Tomaž Prosen

2601.14379 • Jan 20, 2026

QC: medium Sensing: low Network: none

This paper analyzes quantum circuits with random controlled gates, proving that correlations between different sites vanish except under specific conditions. The authors show that despite complex microscopic dynamics, these systems exhibit surprisingly simple correlation structures with exponentially decaying autocorrelations.

Key Contributions

  • Proof that stochastic and bistochastic controlled gates produce vanishing two-point correlations except when operators act on the same site
  • Mathematical characterization of correlation structures in random quantum circuits showing exponential decay of autocorrelations
quantum circuits stochastic gates correlation functions quantum dynamics bistochastic gates
View Full Abstract

We study the dynamics of circuits composed of stochastic and bistochastic controlled gates. This type of dynamics arises from quantum circuits with random controlled gates, as well as in stochastic circuits and deterministic classical cellular automata. We prove that stochastic and bistochastic controlled gates lead to two-point spatio-temporal correlation functions that vanish everywhere except when the two operators act on the same site. More generally, for multi-point correlations the two rightmost operators must act on the same site. We argue that autocorrelation, while hard to compute, typically decays exponentially towards a value that is exponentially small in the system size. Our results reveal a broad class of quantum systems that exhibit surprisingly simple correlation structures despite their complex microscopic dynamics.

Vacuum Torque Without Anisotropy: Switchable Casimir Torque Between Altermagnets

Zixuan Dai, Qing-Dong Jiang

2601.14381 • Jan 20, 2026

QC: low Sensing: medium Network: none

This paper demonstrates a new mechanism for generating Casimir torque (rotational force from quantum vacuum fluctuations) in two-dimensional altermagnets using perpendicular magnetic fields, without requiring material anisotropy. The torque can be controlled and even reversed by adjusting the magnetic field strength.

Key Contributions

  • Discovery of a new mechanism for generating Casimir torque through time-reversal symmetry breaking in altermagnets without material anisotropy
  • Demonstration that magnetic fields can control both sign and strength of vacuum torque, enabling switchable quantum vacuum interactions
Casimir effect altermagnets vacuum fluctuations quantum torque time-reversal symmetry
View Full Abstract

Casimir torque is conventionally associated with explicit breaking of rotational symmetry, arising from material dielectric anisotropy, geometric asymmetry, or externally applied fields that themselves break rotational invariance. Here we demonstrate a fundamentally different mechanism: an axially symmetric magnetic field can generate a Casimir torque by inducing an axially asymmetric Casimir energy - and can even reverse the torque's sign. Focusing on two-dimensional altermagnets, we show that a magnetic field applied perpendicular to the plane - while preserving in-plane rotational symmetry - activates an orientation-dependent vacuum interaction through the combined crystalline symmetry $\mathrm{C_n T}$ inherent to altermagnetic order. The resulting torque emerges continuously and scales quadratically with the magnetic field strength. We further analyze its temperature and distance dependence, revealing scaling behaviors that are qualitatively different from those found in uniaxial bulk materials. Our results identify time-reversal symmetry breaking as a powerful route for engineering both the sign and strength of Casimir torque and establish altermagnets as an exciting platform for exploring phenomena driven by vacuum quantum fluctuations.

Towards Device-Independent Quantum Key Distribution with Photonic Devices

Corentin Lanore, Xavier Valcarce, Jean Etesse, Anthony Martin, Jean-Daniel Bancal

2601.14373 • Jan 20, 2026

QC: low Sensing: none Network: high

This paper analyzes the feasibility of implementing Device-Independent Quantum Key Distribution using photonic circuits, developing new mathematical tools to assess noise tolerance and demonstrating that a machine learning-identified optical circuit could realistically achieve secure key distribution.

Key Contributions

  • Development of efficient semi-definite programming hierarchy to bound conditional von Neumann entropy for DIQKD analysis
  • Finite-statistics analysis framework incorporating full outcome statistics for realistic experimental assessment
  • Demonstration that machine learning-identified photonic circuits have sufficient noise tolerance for practical DIQKD implementation
quantum key distribution device-independent photonic circuits semi-definite programming quantum cryptography
View Full Abstract

Quantum Key Distribution (QKD) protocols enable two distant parties to communicate with information-theoretically proven secrecy. However, these protocols are generally vulnerable to potential mismatches between the physical modeling and the implementation of their quantum operations, thereby opening opportunities for side channel attacks. Device-Independent (DI) QKD addresses this problem by reducing the degree of device modeling to a black-box setting. The stronger security obtained in this way comes at the cost of a reduced noise tolerance, rendering experimental demonstrations more challenging: so far, only one experiment based on trapped ions was able to successfully generate a secret key. Photonic platforms have however long been preferred for QKD thanks to their suitability to optical fiber transmission, high repetition rates, readily available hardware, and potential for circuit integration. In this work, we assess the feasibility of DIQKD on a photonic circuit recently identified by machine learning techniques. For this, we introduce an efficient converging hierarchy of semi-definite programs (SDP) to bound the conditional von Neumann entropy and develop a finite-statistics analysis that takes into account full outcome statistics. Our analysis shows that the proposed optical circuit is sufficiently resistant to noise to make an experimental realization realistic.

Group Fourier filtering of quantum resources in quantum phase space

Luke Coffman, N. L. Diaz, Martin Larocca, Maria Schuld, M. Cerezo

2601.14225 • Jan 20, 2026

QC: medium Sensing: low Network: low

This paper develops a mathematical framework that reinterprets quantum phase spaces as 'filters' that can highlight or suppress different quantum resource properties by adjusting a parameter called s. The work connects group theory, signal processing, and quantum resource theories to provide new tools for analyzing and visualizing quantum states.

Key Contributions

  • Established that Stratonovich-Weyl quantum phase space representations act as tunable group Fourier filters for quantum resources
  • Discovered s-duality relationship connecting phase space spectra of free states and highly resourceful Haar-random states
  • Showed that norms of free state Fourier components completely characterize all quantum phase spaces
quantum phase space group Fourier analysis quantum resource theory Stratonovich-Weyl representation irreducible representations
View Full Abstract

Recently, it has been shown that group Fourier analysis of quantum states, i.e., decomposing them into the irreducible representations (irreps) of a symmetry group, enables new ways to characterize their resourcefulness. Given that quantum phase spaces (QPSs) provide an alternative description of quantum systems, and thus of the group's representation, one may wonder how such harmonic analysis changes. In this work we show that for general compact Lie-group quantum resource theories (QRTs), the entire family of Stratonovich-Weyl quantum phase space representations-characterized by the Cahill-Glauber parameter $s$-has a clear resource-theoretic and signal-processing meaning. Specifically, changing $s$ implements a group Fourier filter that can be continuously tuned to favor low-dimensional irreps where free states have most of their support ($s=-1$), leave the spectrum unchanged ($s=0$), or highlight resourceful, high-dimensional irreps ($s=1$). As such, distinct QPSs constitute veritable group Fourier filters for resources. Moreover, we show that the norms of the QRT's free state Fourier components completely characterize all QPSs. Finally, we uncover an $s$-duality relating the phase space spectra of free states and typical (Haar-random) highly resourceful states through a shift in $s$. Overall, our results provide a new interpretation of QPSs and promote them to a signal-processing framework for diagnosing, filtering, and visualizing quantum resources.

Locality forces equal energy spacing of quantum many-body scar towers

Nicholas O'Dea, Lei Gioia, Sanjay Moudgalya, Olexei I. Motrunich

2601.14206 • Jan 20, 2026

QC: medium Sensing: low Network: none

This paper proves that quantum many-body scars (special non-thermal quantum states) must have equally spaced energy levels when they are exact eigenstates of local Hamiltonians. The authors demonstrate this constraint applies broadly across different graph structures and show it leads to completely frozen entanglement dynamics.

Key Contributions

  • Proof that locality constraints force equal energy spacing in quantum many-body scar towers
  • Extension of equal spacing results to arbitrary bounded-degree graphs and k-local interactions
  • Demonstration that equal spacing leads to frozen entanglement dynamics in scar manifolds
quantum many-body scars locality constraints energy spectrum entanglement dynamics non-integrable Hamiltonians
View Full Abstract

Quantum many-body scars are non-thermal eigenstates embedded in the spectra of otherwise non-integrable Hamiltonians. Paradigmatic examples often appear as quasiparticle towers of states, such as the maximally ferromagnetic spin-1/2 states, also known as Dicke states. A distinguishing feature of quantum many-body scars is that they admit multiple local "parent" Hamiltonians for which they are exact eigenstates. In this work, we show that the locality of such parent Hamiltonians strongly constrains the relative placement of these states within the energy spectrum. In particular, we prove that if the full set of Dicke states are exact eigenstates of an extensive local Hamiltonian, then their energies must necessarily be equally spaced. Our proof builds on recent results concerning parent Hamiltonians of the $W$ state, together with general algebraic structures underlying such quasiparticle towers. We further demonstrate that this equal spacing property extends to local Hamiltonians defined on arbitrary bounded-degree graphs, including regular lattices in any spatial dimension and expander graphs. Hamiltonians with $k$-local interactions and a bounded number of interaction terms per site are also encompassed by our proof. On the same classes of graphs, we additionally establish equal spacing for towers constructed from multi-site quasiparticles on top of product states. For the towers considered here, an immediate corollary of the equal spacing property is that any state initialized entirely within the quantum many-body scar manifold exhibits completely frozen entanglement dynamics under any local Hamiltonian for which those scars are exact eigenstates. Overall, our results reveal a stringent interplay between locality and the structure of quantum many-body scars.

Native linear-optical protocol for efficient multivariate trace estimation

Leonardo Novo, Marco Robbio, Ernesto F. Galvão, Nicolas J. Cerf

2601.14204 • Jan 20, 2026

QC: medium Sensing: low Network: medium

This paper develops a new linear-optical protocol that can efficiently estimate mathematical properties called Bargmann invariants from quantum states using photons. The protocol extends the Hong-Ou-Mandel effect to handle multiple photons and modes, offering applications in quantum machine learning and characterizing photon indistinguishability.

Key Contributions

  • Development of photon-native protocol for multivariate trace estimation of Bargmann invariants
  • Extension of Hong-Ou-Mandel test to many-photon multimode quantum states with sample-efficient implementation
linear optics Hong-Ou-Mandel Bargmann invariants quantum machine learning photonic quantum computing
View Full Abstract

The Hong-Ou-Mandel test estimates the overlap between spectral functions characterizing the internal degrees of freedom of two single photons. It can be viewed as a photon-native protocol that implements the well-known quantum SWAP test. Here, we propose a native linear-optical protocol that efficiently estimates multivariate traces of quantum states called Bargmann invariants, which are ubiquitous in quantum mechanics. Our protocol may be understood as a photon-native version of the cycle test in the circuit model, which encompasses many-photon multimode quantum states. We show the protocol is sample-efficient and discuss applications, such as generalized suppression laws, efficient quantum kernel estimation for quantum machine learning, eigenspectrum estimation, and the characterization of multiphoton indistinguishability.

Device-independent quantum memory certification in two-point measurement experiments

Leonardo S. V. Santos, Peter Tirler, Michael Meth, Lukas Gerster, Manuel John, Keshav Pareek, Tim Gollerthan, Martin Ringbauer, Otfried Gühne

2601.14191 • Jan 20, 2026

QC: high Sensing: low Network: high

This paper develops a device-independent method to verify that quantum memories correctly preserve quantum states like superposition and entanglement by measuring quantum systems at two different times and checking if the correlations violate classical causal models. They demonstrate the technique experimentally using trapped ions to certify 35 milliseconds of quantum memory storage.

Key Contributions

  • First device-independent method for certifying quantum memories without trusting experimental equipment
  • Experimental demonstration of temporal correlation analysis for quantum memory verification using trapped ions
  • Framework applicable to benchmarking quantum gates and algorithm implementations
quantum memory device-independent temporal correlations causal inequalities trapped ions
View Full Abstract

Quantum memories are key components of emerging quantum technologies. They are designed to store quantum states and retrieve them on demand without losing features such as superposition and entanglement. Verifying that a memory preserves these features is indispensable for applications such as quantum computation, cryptography and networks, yet no general and assumption-free method has been available. Here, we present a device-independent approach for certifying black-box quantum memories, requiring no trust in any part of the experimental setup. We do so by probing quantum systems at two points in time and then confronting the observed temporal correlations against classical causal models through violations of causal inequalities. We perform a proof-of-principle experiment in a trapped-ion quantum processor, where we certify 35 ms of a qubit memory. Our method establishes temporal correlations and causal modelling as practical and powerful tool for benchmarking key ingredients of quantum technologies, such as quantum gates or implementations of algorithms.

Localizable Entanglement as an Order Parameter for Measurement-Induced Phase Transitions

Sourav Manna, Arul Lakshminarayan, Vaibhav Madhok

2601.14185 • Jan 20, 2026

QC: medium Sensing: none Network: medium

This paper identifies localizable entanglement as an order parameter for measurement-induced phase transitions in quantum circuits, showing it exhibits universal scaling behavior and connecting these transitions to classical percolation theory. The authors propose that these transitions can be interpreted as quantifying quantum teleportation capabilities between nodes in a quantum circuit.

Key Contributions

  • Identification of localizable entanglement as universal order parameter for measurement-induced phase transitions
  • Discovery of intrinsic length scale that diverges at critical measurement probability
  • Connection between measurement-induced phase transitions and classical percolation theory
  • Proposal of two-ancilla experimental protocol for measuring entanglement redistribution
measurement-induced phase transitions localizable entanglement quantum circuits entanglement scaling percolation theory
View Full Abstract

We identify localizable entanglement (LE) as an order parameter for measurement-induced phase transitions (MIPT). LE exhibits universal finite-size scaling with critical exponents that match previous MIPT results and gives a nice operational interpretation connecting MIPTs to classical percolation. Remarkably, we find that LE decays exponentially with distance in the area-law phase as opposed to being essentially constant for the volume-law phase thereby, discover an intrinsic length scale $ξ_E$ that diverges at the critical measurement probability $p_c$. While classical percolation transition captures successful transport across a network, MIPT as characterized by LE can be interpreted as quantifying the amount of quantum teleportation between two given nodes in a quantum circuit. Building on this insight, we propose a two-ancilla protocol that provides an experimentally accessible readout of entanglement redistribution across the transition.

Sharp Inequalities for Schur-Convex Functionals of Partial Traces over Unitary Orbits

Pablo Costa Rico, Pavel Shteyner

2601.14158 • Jan 20, 2026

QC: medium Sensing: low Network: medium

This paper develops optimal mathematical bounds for partial trace quantities in quantum systems by analyzing Schur-convex functionals over unitary orbits of matrices. The work provides both theoretical results for single and multiple partial traces and practical computational methods when closed-form solutions aren't available.

Key Contributions

  • Derived optimal bounds for Schur-convex functionals of partial traces over unitary orbits for both self-adjoint and general matrices
  • Extended results to multiple partial traces simultaneously with sufficient conditions for sharpness
  • Developed quadratic programming methods for computing upper bounds when closed-form solutions are unavailable
  • Provided specific analysis for n-qubit systems and their 2-dimensional subsystems
partial traces Schur-convex functionals unitary orbits quantum inequalities matrix spectra
View Full Abstract

While many bounds have been proved for partial trace inequalities over the last decades for a large variety of quantities, recent problems in quantum information theory demand sharper bounds. In this work, we study optimal bounds for partial trace quantities in terms of the spectrum; equivalently, we determine the best bounds attainable over unitary orbits of matrices. We solve this question for Schur-convex functionals acting on a single partial trace in terms of eigenvalues for self-adjoint matrices and then we extend these results to singular values of general matrices. We subsequently extend the study to Schur-convex functionals that act on several partial traces simultaneously and present sufficient conditions for sharpness. In cases where closed-form maximizers cannot be identified, we present quadratic programs that yield new computable upper bounds for any Schur-convex functional. We additionally present examples demonstrating improvements over previously known bounds. Finally, we conclude with the study of optimal bounds for an $n$-qubit system and its subsystems of dimension $2$.

Information transport and transport-induced entanglement in open fermion chains

Andrea Nava, Claudia Artiaco, Yuval Gefen, Igor Gornyi, Mikheil Tsitsishvili, Alex Zazunov, Reinhold Egger

2601.14153 • Jan 20, 2026

QC: low Sensing: medium Network: medium

This paper studies how information and entanglement spread through quantum systems of fermions connected to external reservoirs, developing a framework to measure information transport through particle number fluctuations and currents. The researchers show that impurities or asymmetries enable information flow and entanglement generation between different parts of the chain.

Key Contributions

  • Development of experimentally accessible information lattice framework using particle number fluctuations and currents
  • Demonstration that impurities or particle-hole asymmetry enable information transport and entanglement generation in open fermion chains
entanglement dynamics information transport open quantum systems fermion chains Lindblad master equations
View Full Abstract

Understanding the entanglement dynamics in quantum many-body systems under steady-state transport conditions is an actively pursued challenging topic. Hydrodynamic equations, akin to transport equations for charge or heat, would be of great interest but face severe challenges because of the inherent nonlocality of entanglement and the difficulty of identifying conservation laws. We show that progress is facilitated by using information as key quantity related to - but distinct from - entanglement. Employing the recently developed "information lattice" framework, we characterize spatially and scale-resolved information currents in nonequilibrium open quantum systems. Specifically, using Lindblad master equations, we consider noninteracting fermion chains coupled to dissipative reservoirs. By relating the information lattice to a noise lattice constructed from particle-number fluctuations, we show that information is experimentally accessible via noise easurements. Similarly, local information currents can be obtained by measuring particle currents, onsite occupations, and covariances of particle numbers and/or particle currents. Using the fermionic negativity to quantify bipartite entanglement, we also study transport-induced entanglement and its relation to information currents. For a clean particle-hole symmetric chain, we find that information currents are shielded from entering the information lattice. Impurities or particle-hole asymmetry break this effect, causing information current flow and entanglement between end segments of the chain. Our work opens the door to systematic investigations of information transport and entanglement generation in driven open quantum systems far from equilibrium.

The $O(n\to\infty)$ Rotor Model and the Quantum Spherical Model on Graphs

Nikita Titov, Andrea Trombettoni

2601.14119 • Jan 20, 2026

QC: low Sensing: low Network: none

This paper studies quantum rotor models on graph structures, showing that in the large n limit, these models have the same critical behavior as quantum spherical models. The critical properties depend only on the spectral dimension of the underlying graph structure.

Key Contributions

  • Demonstrated equivalence between O(n) quantum rotor model and quantum spherical model critical behavior in large n limit
  • Showed that critical exponents depend solely on spectral dimension of the graph
  • Provided complete analysis of the model across the full parameter space using classical-to-quantum mapping
quantum rotor model spherical model critical exponents spectral dimension graph theory
View Full Abstract

We show that the large $n$ limit of the $O(n)$ quantum rotor model defined on a general graph has the same critical behavior as the corresponding quantum spherical model and that the critical exponents depend solely on the spectral dimension $d_s$ of the graph. To this end, we employ a classical to quantum mapping and use known results for the large $n$ limit of the classical $O(n)$ model on graphs. Away from the critical point, we discuss the interplay between the Laplacian and the Adjacency matrix in the whole parameter plane of the quantum Hamiltonian. These results allow us to paint the full picture of the $O(n)$ quantum rotor model on graphs in the large $n$ limit.

Quantum Pontus-Mpemba Effect Enabled by the Liouvillian Skin Effect

Stefano Longhi

2601.14083 • Jan 20, 2026

QC: low Sensing: medium Network: low

This paper demonstrates a quantum Pontus-Mpemba effect in a dissipative quantum chain where a two-step relaxation protocol can be faster than direct relaxation to the same final state. The acceleration is enabled by the Liouvillian skin effect, which localizes decay modes at system boundaries due to asymmetric dissipation.

Key Contributions

  • Demonstrates quantum Pontus-Mpemba effect enabled by Liouvillian skin effect in dissipative systems
  • Shows how non-orthogonal spectral geometry and boundary-localized modes can accelerate relaxation through protocol optimization
Liouvillian skin effect quantum Pontus-Mpemba effect dissipative quantum systems non-reciprocal dynamics relaxation protocols
View Full Abstract

We unveil a quantum Pontus-Mpemba effect enabled by the Liouvillian skin effect in a dissipative tight-binding chain with asymmetric incoherent hopping and coherent boundary coupling. The skin effect, induced by non-reciprocal dissipation, localizes relaxation modes near the system boundaries and gives rise to non-orthogonal spectral geometry. While such non-normality is often linked to slow relaxation, we show that it can instead accelerate relaxation through a two-step protocol - realizing a quantum Pontus-Mpemba effect. Specifically, we consider a one-dimensional open chain with coherent hopping $J$, asymmetric incoherent hoppings $J_{\rm R} \neq J_{\rm L}$, and a controllable end-to-end coupling $ε$. For $ε=0$, the system exhibits the Liouvillian skin effect, with left and right eigenmodes localized at opposite edges. We compare two relaxation protocols toward the same stationary state: (i) a direct relaxation with $ε=0$, and (ii) a two-step (Pontus) protocol where a brief coherent evolution transfers the excitation across the lattice before relaxation. Although both share the same asymptotic decay rate, the two-step protocol relaxes significantly faster due to its reduced overlap with the slow boundary-localized Liouvillian mode. The effect disappears when $J_{\rm R}=J_{\rm L}$, i.e., when the skin effect vanishes. Our results reveal a clear connection between boundary-induced non-normality and protocol-dependent relaxation acceleration, suggesting new routes for controlling dissipation and transient dynamics in open quantum systems.

Generalised contextuality of continuous variable quantum theory can be revealed with a single projective measurement

Pauli Jokinen, Mirjam Weilenmann, Martin Plávala, Juha-Pekka Pellonpää, Jukka Kiukas, Roope Uola

2601.14067 • Jan 20, 2026

QC: low Sensing: medium Network: low

This paper investigates generalized contextuality in continuous variable quantum systems and shows that standard definitions fail to capture the non-classical nature of basic measurements like position. The authors propose a modified definition based on finite measurement sets that better aligns with physical intuition about what constitutes classical versus quantum behavior.

Key Contributions

  • Modified definition of generalized contextuality for continuous-variable systems based on finite measurement effects
  • Proof that classical commuting measurements can still exhibit contextuality under standard definitions
  • Extension of contextuality-no-broadcasting connection to continuous-variable scenario
contextuality continuous variables quantum foundations measurement theory non-classicality
View Full Abstract

Generalized contextuality is a possible indicator of non-classical behaviour in quantum information theory. In finite-dimensional systems, this is justified by the fact that noncontextual theories can be embedded into some simplex, i.e. into a classical theory. We show that a direct application of the standard definition of generalized contextuality to continuous variable systems does not envelope the statistics of some basic measurements, such as the position observable. In other words, we construct families of fully classical, i.e. commuting, measurements that nevertheless can be used to show contextuality of quantum theory. To overcome the apparent disagreement between the two notions of classicality, that is commutativity and noncontextuality, we propose a modified definition of generalised contextuality for continuous-variable systems. The modified definition is based on a physically-motivated approximation procedure, that uses only finite sets of measurement effects. We prove that in the limiting case this definition corresponds exactly to an extension of noncontextual models that benefits from non-constructive response functions. In the process, we discuss the extension of a known connection between contextuality and no-broadcasting to the continuous-variable scenario, and prove structural results regarding fixed points of infinite-dimensional entanglement breaking channels.

Performance enhancing of hybrid quantum-classical Benders approach for MILP optimization

Sergio López-Baños, Elisabeth Lobe, Ontje Lünsdorf, Oriol Raventós

2601.14024 • Jan 20, 2026

QC: high Sensing: none Network: none

This paper develops a hybrid quantum-classical algorithm that uses quantum annealers to solve part of large mixed-integer linear programming problems, while classical computers handle the remaining portions. The approach aims to overcome current quantum hardware limitations by strategically decomposing optimization problems between quantum and classical systems.

Key Contributions

  • Hardware-agnostic Benders decomposition algorithm for hybrid quantum-classical optimization
  • Enhanced embedding processes that reduce preprocessing time while maintaining solution quality
  • Conservative constraint handling and stopping criteria adapted for current quantum annealer limitations
quantum annealing hybrid quantum-classical algorithms QUBO mixed-integer linear programming Benders decomposition
View Full Abstract

Mixed-integer linear programming problems are extensively used in industry for a wide range of optimization tasks. However, as they get larger, they present computational challenges for classical solvers within practical time limits. Quantum annealers can, in principle, accelerate the solution of problems formulated as quadratic unconstrained binary optimization instances, but their limited scale currently prevents achieving practical speedups. Quantum-classical algorithms have been proposed to take advantage of both paradigms and to allow current quantum computers to be used in larger problems. In this work, a hardware-agnostic Benders' decomposition algorithm and a series of enhancements with the goal of taking the most advantage of quantum computing are presented. The decomposition consists of a master problem with integer variables, which is reformulated as a quadratic unconstrained binary optimization problem and solved with a quantum annealer, and a linear subproblem solved by a classical computer. The enhancements consist, among others, of different embedding processes that substantially reduce the pre-processing time of the embedding computation without compromising solution quality, a conservative handling of cut constraints, and a stopping criterion that accounts for the limited size of current quantum computers and their heuristic nature. The proposed algorithm is benchmarked against classical approaches using a D-Wave quantum annealer for a scalable family of transmission network expansion planning problems.

The rate of purification of quantum trajectories

Maël Bompais, Nina H. Amini, Juan P. Garrahan, Mădălin Guţă

2601.14023 • Jan 20, 2026

QC: medium Sensing: high Network: medium

This paper studies how quantum states evolve when continuously monitored through measurements, proving that these 'quantum trajectories' become pure states exponentially fast over time. The authors provide new mathematical proofs using Lyapunov methods and show that quantum state estimation converges exponentially to the true state.

Key Contributions

  • Alternative proof using Lyapunov methods for quantum trajectory purification
  • Quantification of exponential convergence rate for purification process
  • Analysis of quantum state estimation convergence rates under continuous measurement
quantum trajectories continuous measurement purification Lyapunov methods quantum state estimation
View Full Abstract

We investigate the behavior of quantum trajectories conditioned on measurement outcomes. Under a condition related to the absence of so-called dark subspaces, Kümmerer and Maassen had shown that such trajectories almost surely purify in the long run. In this article, we first present a simple alternative proof of this result using Lyapunov methods. We then strengthen the conclusion by proving that purification actually occurs at an exponential rate in expectation, again using a Lyapunov approach. Furthermore, we address the quantum state estimation problem by propagating two trajectories under the same measurement record--one from the true initial state and the other from an arbitrary initial guess--and show that the estimated trajectory converges exponentially fast to the true one, thus quantifying the rate at which information is progressively revealed through the measurement process.

Tripartite quantum correlations obtained by post-selection from twin beams

Pavel Pavlicek, Jan Perina, Vaclav Michalek, Radek Machulka, Ondrej Haderka

2601.14017 • Jan 20, 2026

QC: low Sensing: medium Network: medium

This paper demonstrates how to create tripartite quantum correlations by dividing twin photon beams into three parts and using post-selection techniques with photon counting cameras. The researchers show how to tailor the quantum properties of these beam segments and quantify their nonclassical correlations using statistical analysis.

Key Contributions

  • Development of post-selection method to generate tripartite quantum correlations from twin beams
  • Introduction of parameters to quantify quantum correlations and nonclassicality depths in multi-part optical systems
twin beams tripartite correlations post-selection nonclassicality photon counting
View Full Abstract

Spatially-resolved photon counting of a twin beam performed by an iCCD camera allows for versatile tailoring the properties of the beams formed by parts of the original twin beam. Dividing the idler beam of the twin beam into three equally-intense parts and post-selecting by detecting a given number of photocounts in the whole signal beam we arrive at the idler fields exhibiting high degrees of nonclassicality and being endowed with tripartite quantum correlations. Nonclassicality is analyzed with the help of suitable nonclassicality witnesses and their corresponding nonclassicality depths. Suitable parameters are introduced to quantify quantum correlations. These parameters are analyzed as they depend on the field intensity. The experimental photocount histograms are reconstructed by the maximum-likelihood approach and the obtained photon-number distributions are compared with a suitable model in which the original twin beam is approximated by an appropriate multi-mode Gaussian field and undergoes the corresponding beams' transformations.

Experimental Evidence-Based Sub-Rayleigh Source Discrimination

Saurabh U. Shringarpure, Yong Siah Teo, Hyunseok Jeong, Michael Evans, Luis L. Sanchez-Soto, Antonin Grateau, Alexander Boeschoten, Nicolas Treps

2601.13972 • Jan 20, 2026

QC: none Sensing: high Network: none

This paper develops a new Bayesian statistical framework for distinguishing between one and two closely-spaced optical point sources using spatial-mode demultiplexing (SPADE), demonstrating superior performance compared to direct imaging methods. The approach uses experimental data to show quantum-enhanced super-resolution imaging capabilities.

Key Contributions

  • Development of Bayesian evidence-based inference framework for quantum-enhanced source discrimination
  • Experimental demonstration of SPADE's superior performance over direct imaging for sub-Rayleigh resolution
quantum sensing super-resolution imaging spatial-mode demultiplexing Bayesian inference optical point sources
View Full Abstract

We propose a Bayesian evidence-based inference framework based on relative belief ratios and apply it to discriminating between one and two incoherent optical point sources using spatial-mode demultiplexing (SPADE). Unlike the Helstrom measurement, SPADE require no collective detection and its optimal for asymptotically large samples. Our method avoids ad hoc statistical constructs and relies solely on the information contained in the data, with all assumptions entering only through the likelihood model and prior beliefs. Using experimental evidence, we demonstrate the superior resolving performance of SPADE over direct imaging from a new and extensible perspective; one that naturally generalizes to multiple sources and offers a practical robust approach to analyzing quantum-enhanced superresolution.

A Converse Bound via the Nussbaum-Szkoła Mapping for Quantum Hypothesis Testing

Jorge Lizarribar-Carrillo, Gonzalo Vazquez-Vilar, Tobias Koch

2601.13970 • Jan 20, 2026

QC: medium Sensing: high Network: medium

This paper develops a new mathematical method for quantum hypothesis testing - the problem of distinguishing between different quantum states. The authors introduce a lower bound based on the Nussbaum-Szkoła mapping that works across different mathematical regimes and provides better approximations than existing methods.

Key Contributions

  • Introduction of a novel lower bound for asymmetric quantum hypothesis testing based on the Nussbaum-Szkoła mapping
  • Unified framework that recovers converse results across large-, moderate-, and small-deviation regimes from a single expression
quantum hypothesis testing quantum state discrimination Nussbaum-Szkoła mapping asymptotic regimes error trade-off function
View Full Abstract

Quantum hypothesis testing concerns the discrimination between quantum states. This paper introduces a novel lower bound for asymmetric quantum hypothesis testing that is based on the Nussbaum-Szkoła mapping. The lower bound provides a unified recovery of converse results across all major asymptotic regimes, including large-, moderate-, and small-deviations. Unlike existing bounds, which either rely on technically involved information-spectrum arguments or suffer from fixed prefactors and limited applicability in the non-asymptotic regime, the proposed bound arises from a single expression and enables, in some cases, the direct use of classical results. It is further demonstrated that the proposed bound provides accurate approximations to the optimal quantum error trade-off function at small blocklengths. Numerical comparisons with existing bounds, including those based on fidelity and information spectrum methods, highlight its improved tightness and practical relevance.

Tensor Network Assisted Distributed Variational Quantum Algorithm for Large Scale Combinatorial Optimization Problem

Yuhan Huang, Siyuan Jin, Yichi Zhang, Qi Zhao, Jun Qi, Qiming Shao

2601.13956 • Jan 20, 2026

QC: high Sensing: none Network: none

This paper introduces a Distributed Variational Quantum Algorithm (DVQA) that uses tensor network decomposition to solve large-scale combinatorial optimization problems on near-term quantum computers with limited qubits. The method can handle 1,000-variable problems by preserving important correlations between variables while avoiding the need for complex long-range entanglement.

Key Contributions

  • Novel distributed variational quantum algorithm that scales to 1,000-variable optimization problems on NISQ hardware
  • Use of truncated higher-order singular value decomposition to preserve inter-variable dependencies without long-range entanglement
  • Demonstration of noise localization properties where errors scale with subsystem size rather than total qubit count
variational quantum algorithms combinatorial optimization tensor networks NISQ quantum computing scalability
View Full Abstract

Although quantum computing holds promise for solving Combinatorial Optimization Problems (COPs), the limited qubit capacity of NISQ hardware makes large-scale instances intractable. Conventional methods attempt to bridge this gap through decomposition or compression, yet they frequently fail to capture global correlations of subsystems, leading to solutions of limited quality. We propose the Distributed Variational Quantum Algorithm (DVQA) to overcome these limitations, enabling the solution of 1,000-variable instances on constrained hardware. A key innovation of DVQA is its use of the truncated higher-order singular value decomposition to preserve inter-variable dependencies without relying on complex long-range entanglement, leading to a natural form of noise localization where errors scale with subsystem size rather than total qubit count, thus reconciling scalability with accuracy. Theoretical bounds confirm the algorithm's robustness for p-local Hamiltonians. Empirically, DVQA achieves state-of-the-art performance in simulations and has been experimentally validated on the Wu Kong quantum computer for portfolio optimization. This work provides a scalable, noise-resilient framework that advances the timeline for practical quantum optimization algorithms.

Ultra Compact low cost two mode squeezed light source

Shahar Monsa, Shmuel Sternklar, Eliran Talker

2601.13939 • Jan 20, 2026

QC: low Sensing: high Network: high

This paper presents a compact, low-cost device that generates quantum-correlated light using hot rubidium vapor, achieving significant noise reduction (squeezed light) with only 300 mW of pump power. The system is designed to be portable and practical for real-world quantum technology applications.

Key Contributions

  • Demonstrated compact two-mode squeezed light source achieving -8 dB intensity-difference squeezing with only 300 mW pump power
  • Developed low-SWaP (Size, Weight, and Power) modular architecture suitable for deployable quantum technologies
  • Created narrowband source at 795 nm optimized for atomic quantum sensing and quantum memory interfaces
squeezed light four-wave mixing quantum metrology quantum sensing quantum networking
View Full Abstract

Quantum-correlated states of light, such as squeezed states, constitute a fundamental resource for quantum technologies, enabling enhanced performance in quantum metrology, quantum information processing, and quantum communications. The practical deployment of such technologies requires squeezed-light sources that are compact, efficient, low-cost, and robust. Here we report a compact narrowband source of two-mode squeezed light at 795 nm based on four-wave mixing in hot 85Rb atomic vapor. The source is implemented in a small, modular architecture featuring a single fiber-coupled input, an electro-optic phase modulator combined with a single Fabry-Perot etalon for probe generation, and two free-space output modes corresponding to the signal and conjugate fields. Optimized for low pump power, the system achieves up to -8 dB of intensity-difference squeezing at an analysis frequency of 0.8 MHz with a pump power of only 300 mW. The intrinsic narrowband character of the generated quantum states makes this source particularly well suited for atomic-based quantum sensing and quantum networking, including interfaces with atomic quantum memories. Our results establish a versatile and portable platform for low-SWaP squeezed-light generation, paving the way toward deployable quantum-enhanced technologies.

Universal composite phase gates with tunable target phase

Peter Chernev, Mouhamad Al-Mahmoud, Andon A. Rangelov

2601.13923 • Jan 20, 2026

QC: high Sensing: medium Network: low

This paper develops a systematic method for creating robust quantum phase gates that can be tuned to produce any desired phase while being resistant to experimental errors. The approach uses sequences of imperfect pulses that automatically cancel out errors, making quantum operations more reliable in practical quantum devices.

Key Contributions

  • Systematic construction method for universal composite phase gates with tunable target phases
  • Analytic derivation of pulse sequences that provide high-order error suppression against control imperfections
  • Demonstration of broad high-fidelity operation ranges robust to simultaneous pulse-area and detuning errors
composite pulses phase gates error suppression quantum control gate fidelity
View Full Abstract

We present a systematic method for constructing universal composite phase gates with a continuously tunable target phase. Using a general Cayley--Klein parametrization of the single-pulse propagator, we design gates from an even number of nominal $π$ pulses and derive analytic phase families by canceling, order by order in a small deviation parameter, the leading contributions to the undesired off-diagonal element of the composite propagator, independently of the dynamical phase. The resulting sequences provide intrinsic robustness against generic control imperfections and parameter fluctuations and remain valid for arbitrary pulse shapes. Numerical simulations in a standard two-level model confirm high-order error suppression and demonstrate broad, flat high-fidelity plateaus over wide ranges of simultaneous pulse-area and detuning errors, highlighting the efficiency of the proposed universal composite phase gates for resilient phase control in quantum information processing.

Bright Heralded Single-Photon Superradiance in a High-Density Thin Vapor Cell

Heewoo Kim, Bojeong Seo, Han Seb Moon

2601.13909 • Jan 20, 2026

QC: low Sensing: medium Network: high

This paper demonstrates a new method for generating bright single photons using superradiance in dense cesium vapor, where atoms cooperatively emit photon pairs through four-wave mixing. The researchers achieved high-quality single photons with strong correlations and high detection rates by packing atoms very close together in a thin vapor cell.

Key Contributions

  • Demonstration of heralded single-photon superradiance via spontaneous four-wave mixing in dense atomic vapor
  • Achievement of high photon-pair generation rates exceeding 10^6 pairs/s with coincidence-to-accidental ratio of 200
  • Observation of temporal two-photon wavefunction compression due to collective emission effects in sub-wavelength atomic spacing
superradiance single-photon source four-wave mixing quantum light generation atomic vapor
View Full Abstract

Superradiance is a hallmark of cooperative quantum emission, where radiative decay is collectively enhanced by coherence among emitters. Here, extending superradiant effects to photon pair generation from multi-level atoms, two-photon process offers a pathway to novel quantum light sources and a useful case for practical superradiance. We report bright heralded single-photon superradiance via spontaneous four-wave mixing in a 1-mm-long, high-density cesium vapor cell. By reducing the average distance between atoms in the atomic vapor to 0.29 times the idler photon wavelength, we observe a dramatic narrowing of the temporal two-photon wavefunction. This compression of temporal two-photon wavefunction evidences the superradiance of heralded photons in the collective two-photon emission dynamics. Furthermore, our heralded single-photon superradiance is accompanied by a coincidence-to-accidental ratio of 200 and the detected photon-pair counting exceeding 10^6 pairs/s. These findings establish dense thin atomic vapors as a practical, robust medium for realizing superradiant photon sources, with immediate relevance for quantum optics and the development of efficient photonic quantum technologies.

Low-Resource Quantum Energy Gap Estimation via Randomization

Hugo Pages, Chusei Kiumi, Yuto Morohoshi, Bálint Koczor, Kosuke Mitarai

2601.13881 • Jan 20, 2026

QC: high Sensing: medium Network: none

This paper develops a new method for measuring energy levels in quantum systems by combining shallow quantum circuits with classical processing. The approach uses randomized measurements and probabilistic sampling to overcome limitations of current noisy quantum computers while still providing accurate energy gap estimates.

Key Contributions

  • Development of TE-PAI shadow spectroscopy protocol that uses shallow stochastic circuits for time evolution
  • Demonstration of enhanced robustness to gate noise compared to standard Trotter-based methods
  • Experimental validation on IBM quantum hardware up to 20 qubits
shadow spectroscopy NISQ algorithms time evolution energy gap estimation quantum many-body systems
View Full Abstract

Estimating the energy spectra of quantum many-body systems is a fundamental task in quantum physics, with applications ranging from chemistry to condensed matter. Algorithmic shadow spectroscopy is a recent method that leverages randomized measurements on time-evolved quantum states to extract spectral information. However, implementing accurate time evolution with low-depth circuits remains a key challenge for near-term quantum hardware. In this work, we propose a hybrid quantum-classical protocol that integrates Time Evolution via Probabilistic Angle Interpolation (TE-PAI) into the shadow spectroscopy framework. TE-PAI enables the simulation of time evolution using shallow stochastic circuits while preserving unbiased estimates through quasiprobability sampling. We construct the combined estimator and derive its theoretical properties. Through numerical simulations, we demonstrate that our method accurately resolves energy gaps and exhibits enhanced robustness to gate noise compared to standard Trotter-based shadow spectroscopy. We further validate the protocol experimentally on up to 20 qubits using IBM quantum hardware. This makes TE-PAI shadow spectroscopy a promising tool for spectral analysis on noisy intermediate-scale quantum (NISQ) devices.

On spooky action at a distance and conditional probabilities

Henryk Gzyl

2601.13875 • Jan 20, 2026

QC: low Sensing: none Network: low

This paper draws an analogy between classical dependent random variables and quantum entangled states, showing how both classical conditional probabilities and quantum post-measurement states capture similar changes in probability distributions after observation.

Key Contributions

  • Establishes formal analogy between classical conditional probabilities and quantum entanglement
  • Provides unified framework for understanding probability distribution changes in classical and quantum measurements
entanglement conditional probability measurement quantum foundations probability theory
View Full Abstract

The aim of this exposé is to make explicit the analogy between the classical notion of non-independent probability distribution and the quantum notion of entangled state. To bring that analogy forth, we consider a classical systems with two dependent random variables and a quantum system with two components. In the classical case, afet observing one of the random variables, the underlying sample space and the probability distribution change. In the quantum case, when and event pertaining to one of the components is observed, the post-measurement state captures, both, the change in the state of the system and implicitly the new probability distribution. The predictions after a measurement in the classical case and in the quantum case, have to be computed with the conditional distribution given the value of the observed variable.

A phase space approach to the wavefunction and operator spreading in the Krylov basis

Kunal Pal, Kuntal Pal, Keun-Young Kim

2601.13872 • Jan 20, 2026

QC: medium Sensing: low Network: none

This paper develops a phase space approach to analyze quantum complexity by connecting Krylov basis methods (which measure how quantum states and operators spread under time evolution) with the Wigner function formulation of quantum mechanics. The work establishes mathematical relationships between different complexity measures and shows how quantum corrections contribute to complexity growth.

Key Contributions

  • Connected Krylov complexity measures to Wigner function phase space representations
  • Extended the framework to operator complexity using double phase space formulations
  • Identified contributions of classical and quantum corrections to complexity evolution
Krylov complexity Wigner function phase space quantum dynamics operator spreading
View Full Abstract

In the Wigner-Weyl phase space formulation of quantum mechanics, we analyse the problem of the spreading of an initial state or an initial operator under time evolution when described in terms of the Krylov basis. After constructing the phase space representations of the Krylov basis states generated by a Hamiltonian from a given initial state by using the Weyl transformation, we subsequently use them to cast the Krylov state complexity as an integral over the phase space in terms of the Wigner function of the time-evolved initial state, so that the contribution of the classical Liouville equation and higher-order quantum corrections to the Wigner function time evolution equation towards the Krylov state complexity can be identified. Next, we construct the double phase space functions associated with the Krylov basis for the operators by using a suitable generalisation of the Weyl transformation applicable for superoperators, and use them to rewrite the Krylov operator complexity as an integral over the double phase space in terms of a generalisation of the usual Wigner function. These results, in particular, show that the complexity measures based on the expansion of a time-evolved state (or an operator) in the Krylov basis can be thought to belong to a general class of complexity measures constructed from the expansion coefficients of the time-dependent Wigner function in an orthonormal basis in the phase space, and help us to connect these complexity measures with measures of complexity of time-evolved state based on harmonic expansion of the time-dependent Wigner function.

Nonclassical photocounting statistics with a single on-off detector

V. S. Kovtoniuk, M. Bohmann, A. A. Semenov

2601.13869 • Jan 20, 2026

QC: low Sensing: high Network: medium

This paper shows that standard on-off photodetectors (which only detect presence/absence of photons) cannot identify quantum properties of light, but adding controllable attenuation to such detectors enables them to reveal nonclassical radiation characteristics.

Key Contributions

  • Demonstrates fundamental limitation of simple on-off photodetectors in detecting nonclassical light
  • Proposes practical modification using controlled attenuation to enable nonclassical light detection
photon detection nonclassical light quantum optics photocounting statistics quantum measurement
View Full Abstract

Any single on-off photocounter, which can only detect the presence or absence of photons without discriminating their number, is not capable of identifying nonclassical nature of light. This limitation arises because any photocounting statistics obtained with such a detector can be easily reproduced with coherent states of a light mode. We show that a simple modification of an on-off detector -- introducing controlled attenuation as a tunable setting -- enables such detectors to reveal nonclassical properties of radiation fields.

To infinity and back -- $1/N$ graph expansions of light-matter systems

Andreas Schellenberger, Kai P. Schmidt

2601.13860 • Jan 20, 2026

QC: medium Sensing: medium Network: low

This paper develops a mathematical method using graph expansions to study light-matter systems in the mesoscopic regime (between microscopic and macroscopic scales). The researchers apply this technique to analyze quantum phase transitions and critical behavior in a model system called the Dicke-Ising chain, calculating corrections that become important when the number of particles is finite rather than infinite.

Key Contributions

  • Development of graph expansion method for finite-size corrections in light-matter systems using linked-cluster theorem
  • Analysis of mesoscopic regime properties including light-matter entanglement that vanishes in thermodynamic limit
  • Extraction of critical point and critical exponent corrections for quantum phase transitions in Dicke-Ising model
light-matter coupling mesoscopic physics quantum phase transitions graph expansions Dicke model
View Full Abstract

We present a method for performing a full graph expansion for light-matter systems, utilizing the linked-cluster theorem. This method enables us to explore $1/N$ corrections to the thermodynamic limit $N\to \infty$ in the number of particles, giving us access to the mesoscopic regime. While this regime is yet largely unexplored due to the challenges of studying it with established approaches, it incorporates intriguing features, such as entanglement between light and matter that vanishes in the thermodynamic limit. As a representative application, we calculate physical quantities of the low-energy regime for the paradigmatic Dicke-Ising chain in the paramagnetic normal phase by accompanying the graph expansion with both exact diagonalization (NLCE) and perturbation theory (\pcst), benchmarking our approach against other techniques. We investigate the ground-state energy density and photon density, showing a smooth transition from the microscopic to the macroscopic regime up to the thermodynamic limit. Around the quantum critical point, we extract the $1/N$ corrections to the ground-state energy density to obtain the critical point and critical exponent using extrapolation techniques.

Confinement-Induced Floquet Engineering and Non-Abelian Geometric Phases in Driven Quantum Wire Qubits

Feulefack Ornela Claire, Dongmo Tedo Lynsia Saychele, Danga Jeremie Edmond, Keumo Tsiaze Roger Magloire, Fridolin Melong, Kenfack-Sadem Christian, Fot...

2601.13859 • Jan 20, 2026

QC: high Sensing: low Network: none

This paper theoretically studies spin qubits in quantum wires driven by two-frequency electromagnetic fields, showing how the wire's confinement can create artificial magnetic fields and topological protection. The research demonstrates new quantum phenomena including non-Abelian geometric phases that could enable fault-tolerant quantum computation.

Key Contributions

  • Discovery of confinement-tunable synthetic gauge fields in driven quantum wire qubits
  • Identification of non-Abelian geometric phases enabling holonomic quantum computation
  • Demonstration of topological protection mechanisms against time-periodic perturbations
  • Prediction of exotic Floquet-Bloch oscillations with fractal spectra and fractional tunneling
Floquet engineering topological qubits non-Abelian geometric phases holonomic quantum computation synthetic gauge fields
View Full Abstract

This work theoretically demonstrates that a spin qubit in a parabolic quantum wire driven by a bichromatic field exhibits a confinement-tunable synthetic gauge field, leading to novel Floquet topological phenomena. The study presents the underlying mechanism for topological protection of qubit states against time-periodic perturbations. The analysis reveals a confinement-induced topological Landau-Zener transition, marked by a shift from preserved symmetries to chiral interference patterns in Landau-Zener-St$\ddot{u}$ckelberg-Majorana interferometry. Notably, the emergence of non-Abelian geometric phases under cyclic evolution in curved confinement and phase-parameter space is identified, enabling holonomic quantum computation. Additionally, the prediction of unconventional Floquet-Bloch oscillations in the quasi-energy and resonance transition probability spectra as a function of the biharmonic phase indicates exotic properties, including fractal spectra and fractional Floquet tunneling. These phenomena provide direct evidence of coherent transport in the synthetic dimension. Collectively, these findings position quantum wire materials has a versatile platform for Floquet engineering, topological quantum control, and fault-tolerant quantum information processing.

Dimensional Constraints from SU(2) Representation Theory in Graph-Based Quantum Systems

João P. da Cruz

2601.13828 • Jan 20, 2026

QC: medium Sensing: low Network: low

This theoretical paper shows that when graph edges have internal quantum degrees of freedom without geometric properties, the minimal consistent quantum representation requires qubits (2-dimensional complex states) and naturally leads to 3-dimensional emergent geometry via the Bloch sphere. The authors prove this dimensional constraint is unique and robust.

Key Contributions

  • Proof that abstract graph-based quantum systems with internal degrees of freedom require qubits as minimal representation
  • Demonstration that SU(2) symmetry naturally leads to 3-dimensional emergent geometry through Bloch sphere correspondence
SU(2) representation theory qubit systems Bloch sphere graph-based quantum systems dimensional constraints
View Full Abstract

We investigate dimensional constraints arising from representation theory when abstract graph edges possess internal degrees of freedom but lack geometric properties. We prove that such internal degrees of freedom can only encode directional information, necessitating quantum states in $\mathbb{C}^2$ (qubits) as the minimal representation. Any geometrically consistent projection of these states maps necessarily to $\mathbb{R}^3$ via the Bloch sphere. This dimensional constraint $d=3$ emerges through self-consistency: edges without intrinsic geometry force directional encoding ($\mathbb{C}^2$), whose natural symmetry group $SU(2)$ has three-dimensional Lie algebra, yielding emergent geometry that validates the hypothesis via Bloch sphere correspondence ($S^2 \subset \mathbb{R}^3$). We establish uniqueness (SU($N>2$) yields $d>3$) and robustness (dimensional saturation under graph topology changes). The Euclidean metric emerges canonically from the Killing form on $\mathfrak{su}(2)$. A global gauge consistency axiom is justified via principal bundle trivialization for finite graphs. Numerical simulations verify theoretical predictions. This result demonstrates how dimensional structure can be derived from information-theoretic constraints, with potential relevance to quantum information theory, discrete geometry, and quantum foundations.

Squeezed-Light-Enhanced Multiparameter Quantum Estimation in Cavity Magnonics

Hamza Harraf, Mohamed Amazioug, Rachid Ahl Laamara

2601.13814 • Jan 20, 2026

QC: low Sensing: high Network: none

This paper proposes using squeezed light from an optical parametric amplifier to improve the precision of measuring multiple parameters simultaneously in cavity-magnon quantum systems. The researchers show that introducing nonlinearity reduces quantum noise and enhances measurement precision, with applications to quantum sensing in hybrid systems.

Key Contributions

  • Demonstrates squeezed light enhancement of multiparameter quantum estimation precision in cavity-magnon systems
  • Provides theoretical framework comparing quantum and classical Fisher information for practical Gaussian measurement schemes
  • Shows quantum noise suppression through nonlinearity introduction with analysis of homodyne and heterodyne detection
quantum metrology squeezed light cavity magnonics multiparameter estimation quantum Fisher information
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Improving multiparameter quantum estimation in magnonic systems via quantum noise suppression is a well-established and critical research objective. In this work, we propose an experimentally realistic scheme to improve the precision of simultaneously estimating different parameters in a cavity-magnon system by utilizing a degenerate optical parametric amplifier (OPA). The OPA enhances the estimation precision by decreasing the most informative quantum Cramér-Rao bound, calculated employing the symmetric logarithmic derivative (SLD) and the right logarithmic derivative (RLD). We show that when nonlinearity is introduced into the system, quantum noise is significantly suppressed. Our results show how different physical parameters influence multiparameter estimation precision and provide a detailed discussion of the associated physical mechanisms in the steady state. Our results focus on exploring practical Gaussian measurement schemes that can be realized experimentally. Besides, we further analyze the system's dynamics, comparing both the SLD quantum Fisher information (QFI) and the classical Fisher information (CFI) for both homodyne and heterodyne detection. This approach provides a robust foundation for multiparameter quantum estimation, offering significant potential for application in hybrid magnomechanical and optomechanical systems.

Quantum simulation of general spin-1/2 Hamiltonians with parity-violating fermionic Gaussian states

Michael Kaicher, Joseph Vovrosh, Alexandre Dauphin, Simon B. Jäger

2601.13811 • Jan 20, 2026

QC: medium Sensing: low Network: none

This paper develops a new computational method called parity-violating fermionic mean-field theory (PV-FMFT) for efficiently simulating quantum spin systems. The method can handle general spin-1/2 Hamiltonians and arbitrary initial conditions while maintaining modest computational costs, and the authors test it on Ising models to demonstrate its capabilities and limitations.

Key Contributions

  • Development of parity-violating fermionic mean-field theory (PV-FMFT) with explicit equations of motion for general spin-1/2 Hamiltonians
  • Extension beyond previous parity-preserving approaches to handle arbitrary initial states and compute local/non-local observables with O(N³) scaling
  • Benchmarking against state-of-the-art numerical methods on Ising models and identification of symmetry-breaking limitations in 2D systems
quantum simulation spin systems fermionic mean-field theory Ising model quantum dynamics
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We introduce equations of motion for a parity-violating fermionic mean-field theory (PV-FMFT): a numerically efficient fermionic mean-field theory based on parity-violating fermionic Gaussian states (PV-FGS). This work provides explicit equations of motion for studying the real- and imaginary-time evolution of spin-1/2 Hamiltonians with arbitrary geometries and interactions. We extend previous formulations of parity-preserving fermionic mean-field theory (PP-FMFT) by including fermionic displacement operators in the variational Ansatz. Unlike PP-FMFT, PV-FMFT can be applied to general spin-1/2 Hamiltonians, describe quenches from arbitrary initial spin-1/2 product states, and compute local and non-local observables in a straight-forward manner at the same modest computational cost as PP-FMFT -- scaling as $O(N^3)$ in the worst case for a system of $N$ spins or fermionic modes. We demonstrate that PV-FMFT can exactly capture the imaginary- and real-time dynamics of non-interacting spin-1/2 Hamiltonians. We then study the post quench-dynamics of the one- and two-dimensional Ising model in presence of longitudinal and transversal fields with PV-FMFT and compute the single site magnetization and correlation functions, and compare them against results from other state-of-the-art numerical approaches. In two-dimensional spin systems, we show that the employed spin-to-fermion mapping can break rotational symmetry within the PV-FMFT description, and we discuss the resulting consequences for the calculated correlation functions. Our work introduces PV-FMFT as a benchmark for other numerical techniques and quantum simulators, and it outlines both its capabilities and its limitations.

Composing $p$-adic qubits: from representations of SO(3)$_p$ to entanglement and universal quantum logic gates

Ilaria Svampa, Sonia L'Innocente, Stefano Mancini, Andreas Winter

2601.13808 • Jan 20, 2026

QC: medium Sensing: none Network: low

This paper develops a mathematical framework for quantum computing using p-adic numbers instead of complex numbers, creating p-adic qubits from representations of p-adic rotation groups and proving that certain p-adic quantum gates can perform universal quantum computation.

Key Contributions

  • Development of p-adic qubit composition and entanglement theory using SO(3)_p group representations
  • Proof of universality for quantum computation using p-adic quantum logic gates constructed from 4-dimensional irreducible representations
p-adic quantum mechanics quantum logic gates universal quantum computation qubit entanglement group representations
View Full Abstract

In the context of $p$-adic quantum mechanics, we investigate composite systems of $p$-adic qubits and $p$-adically controlled quantum logic gates. We build on the notion of a single $p$-adic qubit as a two-dimensional irreducible representation of the compact $p$-adic special orthogonal group SO(3)$_p$. We show that the classification of these representations reduces to the finite case, as they all factorise through some finite quotient SO(3)$_p$ mod $p^k$. Then, we tackle the problem of $p$-adic qubit composition and entanglement, fundamental for a $p$-adic formulation of quantum information processing. We classify the representations of SO(3)$_p$ mod $p$, and analyse tensor products of two $p$-adic qubit representations lifted from SO(3)$_p$ mod $p$. We solve the Clebsch-Gordan problem for such systems, revealing that the coupled bases decompose into singlet and doublet states. We further study entanglement arising from those stable subsystems. For $p=3$, we construct a set of gates from $4$-dimensional irreducible representations of SO(3)$_p$ mod $p$ that we prove to be universal for quantum computation.

Limits of multimode bunching for boson sampling validation: anomalous bunching induced by time delays

Léo Pioge, Leonardo Novo, Nicolas J. Cerf

2601.13792 • Jan 20, 2026

QC: high Sensing: low Network: low

This paper investigates when multimode bunching can reliably validate boson sampling experiments, discovering that time delays between photons can paradoxically increase bunching probability compared to perfectly indistinguishable photons. The authors identify specific interferometric conditions where this anomalous behavior occurs and establish regimes where bunching-based validation remains trustworthy.

Key Contributions

  • Identified interferometric configurations where anomalous bunching is rigorously excluded, establishing valid regimes for multimode bunching-based validation
  • Demonstrated that temporal mode mismatch can induce anomalous bunching behavior, showing time delays can counterintuitively enhance multimode bunching probability
boson sampling multimode bunching photon indistinguishability quantum validation temporal mode mismatch
View Full Abstract

The multimode bunching probability is expected to provide a useful criterion for validating boson sampling experiments. Its applicability, however, is challenged by the existence of anomalous bunching, namely paradoxical situations in which partially distinguishable particles exhibit a higher bunching probability in two or more modes than perfectly indistinguishable ones. Using multimode bunching as a reliable criterion of genuine indistinguishability, therefore, requires a clear identification of the interferometric configurations in which anomalous bunching can or cannot occur. In particular, since uncontrolled small time delays between single-photon pulses constitute a common source of mode mismatch in current photonic platforms, it is essential to determine whether the resulting photon distinguishability might lead to anomalous bunching. Here, we first identify a broad class of interferometric configurations in which anomalous bunching is rigorously excluded, thereby establishing regimes where multimode bunching-based validation remains valid. Then, we find that, quite unexpectedly, temporal mode mismatch does not belong to this class. We exhibit a specific interferometric setup in which temporal distinguishability enhances multimode bunching, demonstrating that time delays can induce an anomalous behavior. These results help clarify the conditions under which multimode bunching remains a reliable validation tool.

Quantum Entanglement Geometry on Severi-Brauer Schemes: Subsystem Reductions of Azumaya Algebras

Kazuki Ikeda

2601.13764 • Jan 20, 2026

QC: low Sensing: none Network: low

This paper develops a mathematical framework using algebraic geometry to understand quantum entanglement in families of quantum states, where the traditional tensor product structure may not exist globally. The authors formalize entanglement as a geometric obstruction and characterize when subsystem factorizations can be defined across parameter spaces.

Key Contributions

  • Formalization of entanglement as geometric obstruction in families of pure states using Azumaya algebras
  • Identification of subsystem structures with quotient spaces and their realization in relative Hilbert schemes
quantum entanglement algebraic geometry Azumaya algebras Severi-Brauer schemes subsystem factorization
View Full Abstract

We formulate pure-state entanglement in families as a geometric obstruction. In standard quantum information, entanglement is defined relative to a chosen tensor-product factorization of a fixed Hilbert space. In contrast, for a twisted family of pure-state spaces, which can be described by Azumaya algebras $A$ of degree $n$ on $X$ and their Severi-Brauer schemes \[ SB(A)=P\times^{PGL_n}\mathbb{P}^{n-1}\to X, \] such a subsystem choice may fail to globalize. We formalize this algebro-geometrically: fixing a factorization type $\mathbf d=(d_1,\dots,d_s)$ with $n=\prod_i d_i$, the existence of a global product-state locus of type $\mathbf d$ is equivalent to a reduction of the underlying $PGL_n$-torsor $P\to X$ to the stabilizer $G_{\mathbf d}\subset PGL_n$. Thus, entanglement is the obstruction to the existence of a relative Segre subscheme inside $SB(A)$. Writing $Σ_{\mathbf d}\subset \mathbb{P}^{n-1}$ for the Segre variety, we call a reduction to $G_{\mathbf d}$ a $\mathbf d$-subsystem structure. Our first main result identifies the moduli of $\mathbf d$-subsystem structures with the quotient $P/G_{\mathbf d}$. Moreover, we realize naturally $P/G_{\mathbf d}$ as a locally closed subscheme of the relative Hilbert scheme, \[ \text{Hilb}^{Σ_{\mathbf d}}\!\bigl(SB(A)/X\bigr)\ \subset\ \text{Hilb}\bigl(SB(A)/X\bigr), \] parametrizing relative closed subschemes fppf-locally isomorphic to $Σ_{\mathbf d}\times X$.

Topological Anderson insulator and reentrant topological transitions in a mosaic trimer lattice

Xiatao Wang, Li Wang, Shu Chen

2601.13760 • Jan 20, 2026

QC: low Sensing: medium Network: none

This paper studies how quasiperiodic disorder affects topological properties in a one-dimensional mosaic trimer lattice, finding that disorder can either enhance or suppress topological phases depending on the electron filling fraction, and can create topological Anderson insulators.

Key Contributions

  • Discovery of topological Anderson insulator phase in mosaic trimer lattice with quasiperiodic disorder
  • Demonstration of reentrant topological phase transitions at 1/3 filling
  • Characterization of filling-dependent effects of quasiperiodic disorder on topological phases
topological Anderson insulator quasiperiodic disorder mosaic trimer lattice Zak phase polarization
View Full Abstract

We study the topological properties of a one-dimensional quasiperiodic-potential-modulated mosaic trimer lattice. To begin with, we first investigate the topological properties of the model in the clean limit free of quasiperiodic disorder based on analytical derivation and numerical calculations of the Zak phase $Z$ and the polarization $P$. Two nontrivial topological phases corresponding to the $1/3$ filling and $2/3$ filling, respectively, are revealed. Then we incorporate the mosaic modulation and investigate the influence of quasiperiodic disorder on the two existing topological phases. Interestingly, it turns out that quasiperiodic disorder gives rise to multiple distinct effects for different fillings. At $2/3$ filling, the topological phase is significantly enhanced by the quasiperiodic disorder and topological Anderson insulator emerges. Based on the calculations of polarization and energy gap, we explicitly present corresponding topological phase diagram in the $λ-J$ plane. While for the $1/3$ filling case, % the topological phase is dramatically suppressed by the same quasiperiodic disorder. the quasiperiodic disorder dramatically compresses the topological phase, and strikingly, further induces the emergence of reentrant topological phase transitions instead. Furthermore, we verify the topological phase diagrams by computing the many-body ground state fidelity susceptibility for both the $1/3$ filling and $2/3$ filling cases. Our work exemplifies the diverse roles of quasiperiodic disorder in the modulation of topological properties, and will further inspire more research on the competitive and cooperative interplay between topological properties and quasiperiodic disorder.

On-Chip Generation of Co-Polarized and Spectrally Separable Photon Pairs

Xiaojie Wang, Lin Zhou, Yue Li, Sakthi Sanjeev Mohanraj, Xiaodong Shi, Zhuoyang Yu, Ran Yang, Xu Chen, Guangxing Wu, Hao Hao, Sihao Wang, Veerendra Dh...

2601.13740 • Jan 20, 2026

QC: medium Sensing: low Network: high

This paper demonstrates a new method for generating high-purity single photons on a chip using lithium niobate circuits. The technique uses higher-order spatial modes and engineered group-velocity matching to create spectrally pure photon pairs without requiring different polarizations or lossy filtering.

Key Contributions

  • Novel strategy for generating spectrally separable photon pairs using higher-order spatial modes in same polarization
  • Achievement of >94% spectral purity through group-velocity matching and Gaussian-apodized poling
  • On-chip mode conversion with >95% efficiency enabling scalable photonic quantum technologies
spontaneous parametric down-conversion lithium niobate photon pairs spectral purity on-chip photonics
View Full Abstract

On-chip generation of high-purity single photons is essential for scalable photonic quantum technologies. Spontaneous parametric down-conversion (SPDC) is widely used to generate photon pairs for heralded single-photon sources, but intrinsic spectral correlations of the pairs often limit the purity and interference visibility of the heralded photons. Existing approaches to suppress these correlations rely on narrowband spectral filtering, which introduces loss, or exploiting different polarizations, which complicates on-chip integration. Here, we demonstrate a new strategy for generating spectrally separable photon pairs in thin-film lithium niobate nanophotonic circuits by harnessing higher-order spatial modes, with all interacting fields residing in the same polarization. Spectral separability is achieved by engineering group-velocity matching using higher-order transverse-electric modes, combined with a Gaussian-apodized poling profile to further suppress residual correlations inherent to standard periodic poling. Subsequent on-chip mode conversion with efficiency exceeding 95\% maps the higher-order mode to the fundamental mode and routes the photons into distinct output channels. The resulting heralded photons exhibit spectral purities exceeding 94\% inferred from joint-spectral intensity and 89\% from unheralded $g^{(2)}$ measurement. This approach enables flexible spectral and temporal engineering of on-chip quantum light sources for quantum computing and quantum networking.

Quantum Box-Muller Transform

Dinh-Long Vu, Hitomi Mori, Patrick Rebentrost

2601.13718 • Jan 20, 2026

QC: high Sensing: none Network: none

This paper develops a quantum version of the Box-Muller transform that creates quantum superpositions representing multi-variate normal distributions on binary-encoded grid points. The method is applied to Monte-Carlo integration for estimating expectation values of functions with Gaussian random variables, achieving exponentially small errors in the number of qubits.

Key Contributions

  • Development of quantum Box-Muller transform for creating superpositions of Gaussian distributions
  • Application to quantum Monte-Carlo integration with exponentially small error scaling
quantum algorithms Box-Muller transform Gaussian distribution Monte-Carlo integration amplitude estimation
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The Box-Muller transform is a widely used method to generate Gaussian samples from uniform samples. Quantum amplitude encoding methods encode the multi-variate normal distribution in the amplitudes of a quantum state. This work presents the Quantum Box-Muller transform which creates a superposition of binary-encoded grid points representing the multi-variate normal distribution. The gate complexity of our method depends on quantum arithmetic operations and, using a specific set of known implementations, the complexity is quadratic in the number of qubits. We apply our method to Monte-Carlo integration, in particular to the estimation of the expectation value of a function of Gaussian random variables. Our method implies that the state preparation circuit used multiple times in amplitude estimation requires only quantum arithmetic circuits for the grid points and the function, in addition to a single controlled rotation. We show how to provide the expectation value estimate with an error that is exponentially small in the number of qubits, similar to the amplitude-encoding setting with error-free encoding.

Generative Adversarial Networks for Resource State Generation

Shahbaz Shaik, Sourav Chatterjee, Sayantan Pramanik, Indranil Chakrabarty

2601.13708 • Jan 20, 2026

QC: medium Sensing: none Network: high

This paper develops a machine learning approach using Generative Adversarial Networks to automatically design optimal quantum states for specific tasks like quantum teleportation and entanglement distribution. The method learns to generate two-qubit states with desired properties while respecting quantum mechanical constraints, achieving high fidelity reproduction of theoretical resource boundaries.

Key Contributions

  • Introduction of physics-informed GAN framework for quantum resource state generation
  • Demonstration that structural enforcement of quantum constraints outperforms loss-only approaches
  • Achievement of ~98% fidelity in reproducing theoretical resource boundaries for Werner-like and Bell-diagonal states
generative adversarial networks quantum resource states quantum teleportation entanglement broadcasting quantum state generation
View Full Abstract

We introduce a physics-informed Generative Adversarial Network framework that recasts quantum resource-state generation as an inverse-design task. By embedding task-specific utility functions into training, the model learns to generate valid two-qubit states optimized for teleportation and entanglement broadcasting. Comparing decomposition-based and direct-generation architectures reveals that structural enforcement of Hermiticity, trace-one, and positivity yields higher fidelity and training stability than loss-only approaches. The framework reproduces theoretical resource boundaries for Werner-like and Bell-diagonal states with fidelities exceeding ~98%, establishing adversarial learning as a lightweight yet effective method for constraint-driven quantum-state discovery. This approach provides a scalable foundation for automated design of tailored quantum resources for information-processing applications, exemplified with teleportation and broadcasting of entanglement, and it opens up the possibility of using such states in efficient quantum network design.

Spectral stability of cavity-enhanced single-photon emitters in silicon

Johannes Früh, Fabian Salamon, Andreas Gritsch, Alexander Ulanowski, Andreas Reiserer

2601.13666 • Jan 20, 2026

QC: medium Sensing: low Network: high

This paper demonstrates improved single-photon sources in silicon by using Fabry-Perot resonators instead of nanophotonic ones, achieving more stable optical emission frequencies. The researchers reduced spectral diffusion by a factor of five and increased optical coherence time by ten times, making silicon more viable for quantum applications.

Key Contributions

  • Demonstrated fivefold reduction in spectral diffusion linewidth using Fabry-Perot resonators versus nanophotonic resonators
  • Achieved tenfold increase in optical coherence time up to 20 microseconds for silicon-based single-photon emitters
  • Identified laser-induced electric-field fluctuations as the primary remaining source of spectral instability
single-photon sources silicon photonics spectral stability Fabry-Perot resonators quantum networking
View Full Abstract

The unrivaled maturity of its nanofabrication makes silicon a promising hardware platform for quantum information processing. To this end, efficient single-photon sources and spin-photon interfaces have been implemented by integrating color centers or erbium dopants into nanophotonic resonators. However, the optical emission frequencies in this approach are subject to temporal fluctuations on both long and short timescales, which hinders the development of quantum applications. Here, we investigate this limitation and demonstrate that it can be alleviated by integrating the emitters into Fabry-Perot instead of nanophotonic resonators. Their larger optical mode volume enables both increasing the distance to crystal surfaces and operating at a lower dopant concentration, which reduces implantation-induced crystal damage and interactions between emitters. As a result, we observe a fivefold reduction of the spectral diffusion linewidth down to 4.0(2) MHz. Calculations and experimental investigations of isotopically purified 28-Si crystals suggest that the remaining spectral instability is caused by laser-induced electric-field fluctuations. In direct comparison with a nanophotonic device, the instability is significantly reduced at the same intracavity power, enabling a tenfold increase of the optical coherence time up to 20(1) microseconds. These findings represent a key step towards spectrally stable spin-photon interfaces in silicon and their potential applications in quantum networking and distributed quantum information processing.

Theory for Entangled-Photons Stimulated Raman Scattering versus Nonlinear Absorption for Polyatomic Molecules

Mingran Zhang, Jiahao Joel Fan, Frank Schlawin, Zhedong Zhang

2601.13646 • Jan 20, 2026

QC: none Sensing: high Network: low

This paper develops a theoretical framework for using entangled photons in stimulated Raman scattering (SRS) for molecular spectroscopy. The authors show that entangled-photon SRS can achieve signal intensities comparable to entangled two-photon absorption, with vibrational coherence playing a key role in optimization.

Key Contributions

  • Development of microscopic theory for entangled-photon stimulated Raman scattering
  • Demonstration that ESRS signal intensity can match entangled two-photon absorption
  • Identification of vibrational coherence as key enhancement mechanism for molecular spectroscopy
entangled photons stimulated Raman scattering quantum spectroscopy two-photon absorption vibrational coherence
View Full Abstract

Quantum entanglement offers an incredible resource for enhancing the sensing and spectroscopic probes. Here we develop a microscopic theory for the stimulated Raman scattering (SRS) using entangled photons. We demonstrate that the time-energy correlation of the photon pairs can optimize the signal for polyatomic molecules. Our results show that the spectral-line intensity of the entangled-photon SRS (ESRS) is of the same order of magnitude as the one for the entangled two-photon absorption (ETPA); the parameter window is thus identified to do so. Moreover, the vibrational coherence is found to play an important role for enhancing the ESRS against the ETPA intensity. Our work paves a firm road for extending the schemes of molecular spectroscopy with quantum light, based on the observation of the ETPA in experiments.

Recent progress on disorder-induced topological phases

Dan-Wei Zhang, Ling-Zhi Tang

2601.13619 • Jan 20, 2026

QC: low Sensing: medium Network: none

This paper reviews theoretical and experimental progress on topological phases of matter that can be induced by disorder, focusing on topological Anderson insulators and their extensions. The work examines how certain types of disorder can counterintuitively create robust topological states from non-topological materials.

Key Contributions

  • Comprehensive review of disorder-induced topological phases including topological Anderson insulators
  • Survey of extensions to quasiperiodic, non-Hermitian, dynamical and many-body systems
  • Summary of experimental realizations in condensed matter and artificial systems
topological Anderson insulators disorder-induced topology topological phases localization many-body systems
View Full Abstract

Topological states of matter in disordered systems without translation symmetry have attracted great interest in recent years. These states with topological characters are not only robust against certain disorders, but also can be counterintuitively induced by disorders from a topologically trivial phase in the clean limit. In this review, we summarize the current theoretical and experimental progress on disorder-induced topological phases in both condensed-matter and artificial systems. We first introduce the topological Anderson insulators (TAIs) induced by random disorders and their topological characterizations and experimental realizations. We then discuss various extensions of TAIs with unique localization phenomena in quasiperiodic and non-Hermitian systems. We also review the theoretical and experimental studies on the disorder-induced topology in dynamical and many-body systems, including topological Anderson-Thouless pumps, disordered correlated topological insulators and average-symmetry protected topological orders acting as interacting TAI phases. Finally, we conclude the review by highlighting potential directions for future explorations.

A scalable near-visible integrated photon-pair source for satellite quantum science

Yi-Han Luo, Yuan Chen, Ruiyang Chen, Zeying Zhong, Sicheng Zeng, Baoqi Shi, Sanli Huang, Chen Shen, Hui-Nan Wu, Yuan Cao, Junqiu Liu

2601.13617 • Jan 20, 2026

QC: low Sensing: none Network: high

This paper demonstrates a silicon nitride chip-based source that efficiently generates pairs of entangled photons in the near-visible spectrum for satellite quantum communications. The device overcomes technical challenges to produce high-quality photon pairs suitable for space-based quantum networks and daylight quantum communication protocols.

Key Contributions

  • First integrated near-visible photon-pair source using silicon nitride microresonators with engineered dispersion
  • Demonstration of high-purity heralded single photons and energy-time entanglement suitable for satellite quantum communications
  • Achievement of CHSH violation at high photon flux rates with radiation-hard hardware for space applications
integrated photonics entangled photons satellite quantum communication silicon nitride quantum key distribution
View Full Abstract

Quantum state distribution over vast distances is essential for global-scale quantum networks and fundamental test of quantum physics at space scale. While satellite platforms have demonstrated thousand-kilometer entanglement distribution, quantum key distribution and quantum teleportation with ground, future constellations and deep-space missions demand photon sources that are robust, compact, and power-efficient. Integrated photonics offers a scalable solution, yet a critical spectral gap persists. Although telecom-band integrated photon-pair sources are well established, near-visible photons offer distinct advantages for satellite-to-ground links by mitigating diffraction loss and maximizing the collection efficiency of optical telescopes. Scalable integrated sources in this regime have remained elusive due to the fundamental challenge of achieving anomalous dispersion in materials transparent at visible wavelengths. Here we bridge this gap by demonstrating an integrated near-visible photon-pair source based on a wide-bandgap, ultralow-loss, silicon nitride (Si$_3$N$_4$) microresonator. By engineering the dispersion of higher-order waveguide modes, we overcome the intrinsic normal dispersion limit to achieve efficient phase matching. The device exhibits a spectral brightness of 4.87$\times$10$^7$ pairs/s/mW$^2$/GHz and a narrow photon linewidth of 357 MHz. We report high-purity heralded single-photon generation with a heralding rate up to 2.3 MHz and a second-order correlation function as low as 0.0041. Furthermore, we observe energy-time entanglement with 98.4% interference visibility, violating the CHSH limit even at flux exceeding 40.6 million pairs/s. Combined with the proven radiation hardness of Si$_3$N$_4$, this source constitutes a flight-ready hardware foundation for daylight quantum communications and protocols requiring on-orbit multiphoton interference.

Kaleidoscope Yang-Baxter Equation for Gaudin's Kaleidoscope models

Wen-Jie Qiu, Xi-Wen Guan, Yi-Cong Yu

2601.13596 • Jan 20, 2026

QC: low Sensing: none Network: none

This paper extends the Bethe ansatz method in quantum integrable systems by introducing a new Kaleidoscope Yang-Baxter Equation that characterizes integrability in Gaudin's kaleidoscope models with broken mirror symmetry. The work demonstrates how boundary conditions and symmetry sectors affect model solvability and derives new quantum algebraic identities.

Key Contributions

  • Introduction of the Kaleidoscope Yang-Baxter Equation for characterizing integrability
  • Demonstration of how boundary conditions and symmetry sectors affect Bethe ansatz solvability
  • Derivation of novel quantum algebraic identities within quantum torus algebra framework
Yang-Baxter equation Bethe ansatz quantum integrability Gaudin models quantum algebra
View Full Abstract

Recently, researchers have proposed the Asymmetric Bethe ansatz method - a theoretical tool that extends the scope of Bethe ansatz-solvable models by "breaking" partial mirror symmetry via the introduction of a fully reflecting boundary. Within this framework, the integrability conditions which were originally put forward by Gaudin have been further generalized. In this work, building on Gaudin's generalized kaleidoscope model, we present a detailed investigation of the relationship between DN symmetry and its integrability. We demonstrate that the mathematical essence of integrability in this class of models is characterized by a newly proposed Kaleidoscope Yang-Baxter Equation. Furthermore, we show that the solvability of a model via the coordinate Bethe ansatz depends not only on the consistency relations satisfied by scattering matrices, but also on the model's boundary conditions and the symmetry of the subspace where solutions are sought. Through finite element method based numerical studies, we further confirm that Bethe ansatz integrability arises in a specific symmetry sector. Finally, by analyzing the algebraic structure of the Kaleidoscope Yang-Baxter Equation, we derive a series of novel quantum algebraic identities within the framework of quantum torus algebra.

Fundamental Limits of Continuous Gaussian Quantum Metrology

Kazuki Yokomizo, Aashish A. Clerk, Yuto Ashida

2601.13554 • Jan 20, 2026

QC: low Sensing: high Network: low

This paper develops a theoretical framework for continuous quantum metrology using bosonic systems, deriving fundamental limits on precision scaling and showing that while optimal quadratic scaling with mode number is possible, precision scales at most linearly with time and energy resources.

Key Contributions

  • Derives analytical expressions for asymptotic growth rates of global and environmental quantum Fisher information in continuous Gaussian measurements
  • Establishes fundamental bounds showing Heisenberg-type scaling with mode number is attainable but precision scales at most linearly with time and energy
  • Demonstrates that non-Hermitian skin effect can provide exponential enhancement in global QFI but not in environmental QFI, revealing fundamental distinction between stored and radiated information
quantum metrology continuous measurement bosonic systems quantum Fisher information Gaussian measurements
View Full Abstract

Continuous quantum metrology holds promise for realizing high-precision sensing by harnessing information progressively carried away by the radiation quanta emitted into the environment. Despite recent progress, a comprehensive understanding of the fundamental precision limits of continuous metrology with bosonic systems is currently lacking. We develop a general theoretical framework for quantum metrology with multimode free bosons under continuous Gaussian measurements. We derive analytical expressions for the asymptotic growth rates of the global quantum Fisher information (QFI) and the environmental QFI, which quantify the total information encoded in the joint system-environment state and the information accessible from the emitted radiation, respectively. We derive fundamental bounds on these quantities, showing that while Heisenberg-type scaling with the number of modes is attainable, the precision scales at most linearly with time and a meaningful energy resource. To illustrate our findings, we analyze several concrete setups, including coupled cavity arrays and trapped particle arrays. While a local setup yields a standard linear scaling with resources, a globally coupled setup can achieve the optimal quadratic scaling in terms of the mode number. Furthermore, we demonstrate that a nonreciprocal setup can leverage the non-Hermitian skin effect to realize an exponentially enhanced global QFI. Notably, however, this enhancement cannot be reflected in the environmental QFI, highlighting a fundamental distinction between the information stored within the joint state and the information radiated into the environment. These findings establish an understanding of the resource trade-offs and scaling behaviors in continuous bosonic sensing.

Confined non-Hermitian skin effect in a semi-infinite Fock-state lattice

Zhi Jiao Deng, Xing Yao Mi, Ruo Kun Cai, Chun Wang Wu, Ping Xing Chen

2601.13540 • Jan 20, 2026

QC: low Sensing: low Network: none

This paper studies how quantum particles behave in a special lattice system where connections between sites vary and energy is not conserved, discovering that particles get trapped in a finite region rather than accumulating at the boundary as typically expected. The researchers propose using a single trapped ion to experimentally demonstrate this confined skin effect.

Key Contributions

  • Discovery of confined non-Hermitian skin effect where eigenmodes are spatially compressed within finite range rather than accumulating at boundaries
  • Proposed experimental implementation using single trapped ion with engineered Fock-state lattice
non-Hermitian physics skin effect Fock-state lattice trapped ion synthetic dimensions
View Full Abstract

In this paper, we investigate the non-Hermitian skin effect in a semi-infinite Fock-state lattice, where the inherent coupling scales as \sqrt{n}. By analytically solving a non-uniform, non-reciprocal SSH model, we demonstrate that the intrinsic inhomogeneous coupling, in combination with nonreciprocity, fundamentally modifies the conventional skin effect. Instead of accumulating at the physical boundary, all eigenmodes become compressed and skewed within a finite spatial range determined by the inhomogeneous profile-a phenomenon we term the confined non-Hermitian skin effect. Consequently, the evolution of the probability distribution on the lattice starting from a single site is doubly confined: it is spatially bounded to a finite range by the inhomogeneous coupling, and further restricted to a one-sided trajectory at the edge of this range by the non-reciprocity. Moreover, a feasible experimental scheme based on a single trapped ion is also proposed. This work reveals how engineered coupling profiles in synthetic dimensions can reshape non-Hermitian properties and enable new protocols for quantum state manipulation.

Onset of thermalization of q-deformed SU(2) Yang-Mills theory on a trapped-ion quantum computer

Tomoya Hayata, Yoshimasa Hidaka, Yuta Kikuchi

2601.13530 • Jan 20, 2026

QC: high Sensing: none Network: none

This paper demonstrates quantum simulation of thermalization dynamics in a 2+1-dimensional quantum gauge theory using a trapped-ion quantum computer, implementing up to 47 sequential F-moves to study nonabelian gauge field dynamics. The work represents a significant step toward simulating realistic high-energy physics problems on quantum computers beyond simple 1+1-dimensional models.

Key Contributions

  • First quantum simulation of (2+1)-dimensional nonabelian gauge theory thermalization on trapped-ion hardware
  • Implementation of quantum circuits with up to 47 sequential F-moves for Fibonacci anyon dynamics
  • Identification and mitigation of idling errors using dynamical decoupling and parallelized F-move implementation
trapped-ion quantum computer Yang-Mills theory quantum simulation nonabelian gauge theory thermalization
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Nonequilibrium dynamics of quantum many-body systems is one of the main targets of quantum simulations. This focus - together with rapid advances in quantum-computing hardware - has driven increasing applications in high-energy physics, particularly in lattice gauge theories. However, most existing experimental demonstrations remain restricted to (1+1)-dimensional and/or abelian gauge theories, such as the Schwinger model and the toric code. It is essential to develop quantum simulations of nonabelian gauge theories in higher dimensions, addressing realistic problems in high-energy physics. To fill the gap, we demonstrate a quantum simulation of thermalization dynamics in a (2+1)-dimensional $q$-deformed $\mathrm{SU}(2)_3$ Yang-Mills theory using a trapped-ion quantum computer. By restricting the irreducible representations of the gauge fields to the integer-spin sector of $\mathrm{SU}(2)_3$, we obtain a simplified yet nontrivial model described by Fibonacci anyons, which preserves the essential nonabelian fusion structure of the gauge fields. We successfully simulate the real-time dynamics of this model using quantum circuits that explicitly implement $F$-moves. In our demonstrations, the quantum circuits execute up to 47 sequential $F$-moves. We identify idling errors as the dominant error source, which can be effectively mitigated using dynamical decoupling combined with a parallelized implementation of $F$-moves.

Symmetric Informationally Complete Positive Operator Valued Measure and Zauner conjecture

Stefan Joka

2601.13475 • Jan 20, 2026

QC: medium Sensing: medium Network: medium

This paper claims to prove the existence of Symmetric Informationally Complete Positive Operator Valued Measures (SIC-POVMs) in Hilbert spaces of any finite dimension N, consisting of N² pure quantum states. This would resolve the famous Zauner conjecture, a long-standing problem in quantum information theory about optimal quantum measurements.

Key Contributions

  • Claims to prove existence of SIC-POVMs in all finite dimensions
  • Would resolve the Zauner conjecture if valid
SIC-POVM Zauner conjecture quantum measurements Hilbert space quantum information theory
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In this paper, we show that in Hilbert space of any finite dimension N, there are N^2 pure states which constitute Symmetric Informationally Complete Positive Operator Valued Measure (SIC-POVM).

Quantum Entanglement, Stratified Spaces, and Topological Matter: Towards an Entanglement-Sensitive Langlands Correspondence

Kazuki Ikeda, Steven Rayan

2601.13467 • Jan 19, 2026

QC: medium Sensing: low Network: medium

This paper explores connections between quantum entanglement and advanced mathematical concepts from algebraic geometry and number theory, specifically investigating how entanglement can be understood through sheaf theory and the Langlands correspondence. The work extends previous theoretical claims by incorporating condensed matter physics perspectives and numerical simulations.

Key Contributions

  • Validation and extension of entanglement-sheaf theory connections
  • Integration of geometric Langlands program with quantum entanglement
  • Numerical simulation framework for entanglement in topological matter
quantum_entanglement sheaf_theory langlands_correspondence topological_matter multipartite_entanglement
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Recently, quantum entanglement has been presented as a cohomological obstruction to reconstructing a global quantum state from locally compatible information, where sheafification provides a functor that is forgetful with regards to global-from-local signatures while acting faithfully with respect to within-patch multipartite structures. Nontrivial connections to Hecke modifications and the geometric Langlands program are explored in the process. The aim of this work is to validate and extend a number of the claims made in [arXiv:2511.04326] through both theoretical analysis and numerical simulations, employing concrete perspectives from condensed matter physics.

Quantum Qualifiers for Neural Network Model Selection in Hadronic Physics

Brandon B. Le, D. Keller

2601.13463 • Jan 19, 2026

QC: medium Sensing: none Network: none

This paper develops a diagnostic framework called a 'quantum qualifier' to determine when quantum neural networks outperform classical neural networks in hadronic physics problems. The researchers identify systematic trends based on data complexity, noise, and dimensionality to create predictive criteria for model selection, demonstrating the approach on Compton form factor extraction problems.

Key Contributions

  • Development of quantitative quantum qualifier framework for model selection between classical and quantum neural networks
  • Demonstration of systematic performance trends based on data complexity, noise, and dimensionality in hadronic physics applications
quantum machine learning neural networks hadronic physics model selection quantum advantage
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As quantum machine-learning architectures mature, a central challenge is no longer their construction, but identifying the regimes in which they offer practical advantages over classical approaches. In this work, we introduce a framework for addressing this question in data-driven hadronic physics problems by developing diagnostic tools - centered on a quantitative quantum qualifier - that guide model selection between classical and quantum deep neural networks based on intrinsic properties of the data. Using controlled classification and regression studies, we show how relative model performance follows systematic trends in complexity, noise, and dimensionality, and how these trends can be distilled into a predictive criterion. We then demonstrate the utility of this approach through an application to Compton form factor extraction from deeply virtual Compton scattering, where the quantum qualifier identifies kinematic regimes favorable to quantum models. Together, these results establish a principled framework for deploying quantum machine-learning tools in precision hadronic physics.

Efficient and compact quantum network node based on a parabolic mirror on an optical chip

A. Safari, E. Oh, P. Huft, G. Chase, J. Zhang, M. Saffman

2601.13420 • Jan 19, 2026

QC: medium Sensing: low Network: high

This paper demonstrates a compact quantum network node that uses a parabolic mirror to efficiently collect photons from a single rubidium atom and create high-fidelity atom-photon entangled states. The system achieves 6.6% photon collection efficiency and 0.93 raw Bell state fidelity in a fiber-integrated, cavity-free design suitable for scalable quantum networks.

Key Contributions

  • Development of a compact, fiber-integrated quantum network node with 6.6% photon collection efficiency
  • Achievement of 0.93 raw Bell state fidelity for atom-photon entanglement using a cavity-free parabolic mirror design
  • Demonstration of a robust, scalable architecture for quantum repeaters and network nodes
quantum networking atom-photon entanglement quantum repeaters neutral atoms parabolic mirror
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We demonstrate a neutral atom networking node that combines high photon collection efficiency with high atom photon entanglement fidelity in a compact, fiber integrated platform. A parabolic mirror is used both to form the trap and to collect fluorescence from a single rubidium atom, intrinsically mode matching $σ$ polarized emitted photons to the fiber and rendering the system largely insensitive to small imperfections or drifts. The core optics consist of millimeter scale components that are pre aligned, rigidly bonded on a monolithic invacuum assembly, and interfaced entirely via optical fibers. With this design, we measure an overall photon collection and detection efficiency of $3.66\%$, from which we infer an overall collection efficiency of $6.6\%$ after the single--mode fiber coupling. We generate atom photon entangled states with a raw Bell state fidelity of 0.93 and an inferred fidelity of 0.98 after correcting for atom readout errors. The same node design has been realized in two independent setups with comparable performance and is compatible with adding high NA objective lenses to create and control atomic arrays at each node. Our results establish a robust, cavity free neutral atom interface that operates near the limit set by the collection optics numerical aperture and provides a practical building block for scalable quantum network nodes and repeaters.