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.

This Week: Jan 18 - Jan 22, 2026
50 Papers This Week
287 CRQC/Y2Q Total
2660 Total Analyzed

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
View Full Abstract

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
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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.

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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
View Full Abstract

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
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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
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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
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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
View Full Abstract

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
View Full Abstract

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
View Full Abstract

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
View Full Abstract

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
View Full Abstract

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.