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HIGHLIGHTED ARTICLES

Securing Elliptic Curve Cryptocurrencies against Quantum Vulnerabilities: Resource Estimates and Mitigations

Ryan Babbush, Adam Zalcman, Craig Gidney, Michael Broughton, Tanuj Khattar, Hartmut Neven, Thiago Bergamaschi, Justin Drake, and Dan Boneh

PRX Quantum 7, 031001 (2026) - Published 21 August, 2026

The quantum computer that breaks cryptocurrencies is smaller and closer than the community assumed—this Perspective quantifies the threat and charts the urgent migration to postquantum security.

Quantum Science with Arrays of Metastable Helium-3 Atoms

Zheyuan Li, Rupsa De, Rishi Sivakumar, William Huie, Hao-Tian Wei, Justin D. Piel, Chris H. Greene, Kaden R. A. Hazzard, Zoe Z. Yan, and Jacob P. Covey

PRX Quantum 7, 033011 (2026) - Published 8 July, 2026

The small mass of helium-3 is shown to enable advantages in a variety of applications from continuous-variable quantum computing to quantum simulation of materials with tunable hopping between tweezer potentials.

Fundamental Limitations on the Reliabilities of Power and Work in Quantum Batteries

Brij Mohan, Tanmoy Pandit, Maciej Lewenstein, and Manabendra Nath Bera

PRX Quantum 7, 033057 (2026) - Published 15 September, 2026

A fundamental quantum uncertainty relation reveals an unavoidable trade-off between the reliabilities of the charging power and the work deposited during the charging and discharging of quantum batteries, establishing essential design limits for future quantum energy storage.

PERSPECTIVES

Securing Elliptic Curve Cryptocurrencies against Quantum Vulnerabilities: Resource Estimates and Mitigations

Ryan Babbush, Adam Zalcman, Craig Gidney, Michael Broughton, Tanuj Khattar, Hartmut Neven, Thiago Bergamaschi, Justin Drake, and Dan Boneh

PRX Quantum 7, 031001 (2026) - Published 21 August, 2026

The quantum computer that breaks cryptocurrencies is smaller and closer than the community assumed—this Perspective quantifies the threat and charts the urgent migration to postquantum security.

TUTORIALS

Pauli Propagation: A Computational Framework for Simulating Quantum Systems

Manuel S. Rudolph, Tyson Jones, Yanting Teng, Armando Angrisani, and Zoë Holmes

PRX Quantum 7, 032001 (2026) - Published 11 August, 2026

A comprehensive account of the Pauli propagation method for simulating quantum systems, from theory framework to software implementation and applications.

ARTICLES

Quantum Detectors as Autonomous Machines: Assessing the Nonequilibrium Thermodynamics of Information Acquisition

Emanuel Schwarzhans, Tony J. G. Apollaro, Ilia Khomchenko, Maximilian P. E. Lock, Mark T. Mitchison, and Marcus Huber

PRX Quantum 7, 033001 (2026) - Published 1 July, 2026

A minimal quantum-particle-detector model demonstrating fundamental trade-offs between entropy production and measurement accuracy is presented, providing new insights into the thermodynamic cost of information acquisition.

Beam Search Decoder for Quantum Low-Density Parity-Check Codes

Min Ye, Dave Wecker, and Nicolas Delfosse

PRX Quantum 7, 033002 (2026) - Published 1 July, 2026

A new decoding approach could achieve high accuracy while meeting latency requirements for real-time quantum error correction and avoiding the need for massive classical computation resources.

Intrinsic Preservation of Plasticity in Continual Quantum Learning

Yu-Qin Chen and Shi-Xin Zhang

PRX Quantum 7, 033003 (2026) - Published 6 July, 2026

Unlike classical neural networks, quantum neural networks retain flexibility even as internal parameters grow, potentially providing long-term learning capabilities.

Observation of Non-Hermitian Topology in Cold Rydberg Quantum Gases

Jun Zhang, Ya-Jun Wang, Shi-Yao Shao, Bang Liu, Li-Hua Zhang, Zheng-Yuan Zhang, Xin Liu, Chao Yu, Qing Li, Han-Chao Chen, Yu Ma, Tian-Yu Han, Qi-Feng Wang, Jia-Dou Nan, Yi-Ming Yin, Dong-Yang Zhu, Qiao-Qiao Fang, Dong-Sheng Ding, and Bao-Sen Shi

PRX Quantum 7, 033004 (2026) - Published 6 July, 2026

A cold Rydberg gas is used as a tunable dissipative many-body platform to map out non-Hermitian spectral topology, revealing interaction-driven winding numbers and scan-direction-dependent nonreciprocity.

Robust Certification of Non-Projective Measurements: Theory and Experiment

Raphael Brinster, Peter Tirler, Shishir Khandelwal, Michael Meth, Hermann Kampermann, Dagmar Bruß, Rainer Blatt, Martin Ringbauer, Armin Tavakoli, and Nikolai Wyderka

PRX Quantum 7, 033005 (2026) - Published 6 July, 2026

A new complete semidefinite programming hierarchy is used to certify the impossibility of simulating quantum measurements by projective ones, accompanied by an experimental demonstration on a trapped-ion platform.

Fold-transversal surface code cultivation

Kaavya Sahay, Pei-Kai Tsai, Kathleen (Katie) Chang, Qile Su, Thomas B. Smith, Shraddha Singh, and Shruti Puri

PRX Quantum 7, 033006 (2026) - Published 7 July, 2026

A new strategy for magic-state cultivation achieves low spacetime overhead for architectures with nonlocal connectivity.

Qubit-Qudit Entanglement Transfer in Defect Centers with High-Spin Nuclei

Wolf-Rüdiger Hannes and Guido Burkard

PRX Quantum 7, 033007 (2026) - Published 7 July, 2026

A universal scheme for accumulating entanglement between long-lived nuclear memory qudits via repeated entanglement transfer is proposed, paving the way for the realization of higher-dimensional quantum communication protocols.

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, and M. Saffman

PRX Quantum 7, 033008 (2026) - Published 7 July, 2026

An in vacuo parabolic mirror with fiber in and out coupling form a compact, mechanically stable device for efficient photon extraction, enabling future quantum networking experiments with neutral atoms.

Extended Rydberg Lifetimes in a Cryogenic Atom Array

Junlan Jin, Yue Shi, Youssef Aziz Alaoui, Jingxin Deng, Yukai Lu, Jeff D. Thompson, and Waseem S. Bakr

PRX Quantum 7, 033009 (2026) - Published 7 July, 2026

Shielding optical tweezer arrays from ambient blackbody radiation extends Rydberg lifetimes, mitigating the dominant relaxation errors that bottleneck two-qubit gate fidelities in neutral-atom quantum computers.

Beyond Belief Propagation: Cluster-Corrected Tensor Network Contraction with Exponential Convergence

Siddhant Midha and Yifan F. Zhang

PRX Quantum 7, 033010 (2026) - Published 9 July, 2026

Systematic corrections to belief propagation enable polynomial-time tensor network contraction algorithms while providing rigorous bounds on approximation errors.

Quantum Science with Arrays of Metastable Helium-3 Atoms

Zheyuan Li, Rupsa De, Rishi Sivakumar, William Huie, Hao-Tian Wei, Justin D. Piel, Chris H. Greene, Kaden R. A. Hazzard, Zoe Z. Yan, and Jacob P. Covey

PRX Quantum 7, 033011 (2026) - Published 8 July, 2026

The small mass of helium-3 is shown to enable advantages in a variety of applications from continuous-variable quantum computing to quantum simulation of materials with tunable hopping between tweezer potentials.

Accelerating Fault-Tolerant Quantum Computation with Good Quantum Low-Density Parity-Check Codes

Guo Zhang, Yuanye Zhu, and Ying Li

PRX Quantum 7, 033012 (2026) - Published 8 July, 2026

Fault-tolerant quantum computation with constant qubit overhead and low time overhead is enabled by parallelized code surgery and locally testable state preparation.

Loss Mechanisms in High-Coherence Multimode Mechanical Resonators Coupled to Superconducting Circuits

Raquel Garcia-Belles, Alexander Anferov, Lukas F. Deeg, Loris Colicchio, Arianne Brooks, Tom Schatteburg, Maxwell Drimmer, Ines C. Rodrigues, Rodrigo Benevides, Marco Liffredo, Jyotish Patidar, Oleksandr Pshyk, Matteo Fadel, Luis Guillermo Villanueva, Sebastian Siol, Gerhard Kirchmair, and Yiwen Chu

PRX Quantum 7, 033013 (2026) - Published 17 July, 2026

By optimizing the piezoelectric transducer’s properties in bulk acoustic resonators, researchers improve phonon coherence time and cooperativity and chart a materials blueprint for quantum acoustics.

Entanglement Boosting: Low-Volume Logical Bell Pair Preparation for Distributed Fault-Tolerant Quantum Computation

Shinichi Sunami, Yutaka Hirano, Toshihide Hinokuma, and Hayata Yamasaki

PRX Quantum 7, 033014 (2026) - Published 14 July, 2026

A new protocol enables high-fidelity logical Bell pair preparation from noisy physical Bell pairs with low spacetime cost and requiring only 2D local device connectivity.

Chiral Color Code: Single-Shot Error Correction for Exotic Topological Order

Dongjin Lee and Beni Yoshida

PRX Quantum 7, 033015 (2026) - Published 21 July, 2026

A family of three-dimensional stabilizer codes achieving single-shot error correction for fermionic and chiral topological orders is proposed, introducing new platforms for fault-tolerant quantum computation.

Triangle Criterion: A Mixed-State Magic Criterion with Applications in Distillation and Detection

Zhenhuan Liu, Tobias Haug, Qi Ye, Zi-Wen Liu, and Ingo Roth

PRX Quantum 7, 033016 (2026) - Published 24 July, 2026

Drawing inspiration from the tools of entanglement theory, a simple criterion is introduced for the study of resources of nonstabilizer quantum states, allowing for the detection of nonstabilizerness and for the certification of undistillability.

Fast, High-Fidelity Transmon Readout with Intrinsic Purcell Protection via Nonperturbative Cross-Kerr Coupling

Guillaume Beaulieu, Jun-Zhe Chen, Marco Scigliuzzo, Othmane Benhayoune-Khadraoui, Alex A. Chapple, Peter A. Spring, Alexandre Blais, and Pasquale Scarlino

PRX Quantum 7, 033017 (2026) - Published 27 July, 2026

A novel transmon readout architecture leverages nonperturbative cross-Kerr coupling to achieve fast, high-fidelity measurement with built-in Purcell protection.

Faster Algorithmic Quantum and Classical Simulations by Corrected Product Formulas

Mohsen Bagherimehrab, Luis Mantilla Calderón, Dominic W. Berry, Philipp Schleich, Mohammad Ghazi Vakili, Abdulrahman Aldossary, Jorge A. Campos Gonzalez Angulo, Christoph Gorgulla, and Alán Aspuru-Guzik

PRX Quantum 7, 033018 (2026) - Published 28 July, 2026

Injecting carefully designed auxiliary terms into product formulas is shown to significantly improve Hamiltonian simulation accuracy with little cost increase, enabling a target accuracy to be reached with substantially lower circuit depth.

On-Chip Levitated Neon Particle Arrays for Robust and Scalable Electron Qubits

Sosuke Inui, Yinghe Qi, Yiming Xing, Charles Peretti, Dafei Jin, and Wei Guo

PRX Quantum 7, 033019 (2026) - Published 29 July, 2026

An on-chip magnetic levitation architecture for robust and highly tunable electron-on-neon qubits is proposed, identifying a potential pathway toward scalable quantum computation.

Certifying Non-Classicality and Non-Gaussianity Through Optical Parametric Amplification

Mahmoud Kalash, M. H. M. Passos, Éva Rácz, László Ruppert, Radim Filip, and Maria V. Chekhova

PRX Quantum 7, 033020 (2026) - Published 30 July, 2026

Phase-sensitive optical parametric amplification with simple intensity detection enables loss-invariant certification of quantum non-Gaussian light, demonstrated on a heralded quasi-single-photon state.

Fast Design and Scaling of Multiqubit Gates in Large-Scale Trapped-Ion Quantum Computers

Lee Peleg, David Schwerdt, Jonathan Nemirovsky, Yotam Shapira, Nitzan Akerman, Ady Stern, Amit Ben Kish, and Roee Ozeri

PRX Quantum 7, 033021 (2026) - Published 31 July, 2026

A new polynomial-time method designs fast, robust, programmable multiqubit entanglement gates across hundreds of trapped-ion qubits, offering a scalable route to large ion-crystal quantum computers.

On-Chip Semi-Device-Independent Quantum Random Number Generator Exploiting Contextuality

Maddalena Genzini, Caterina Vigliar, Mujtaba Zahidy, Hamid Tebyanian, Andrzej Gajda, Klaus Petermann, Lars Zimmermann, Davide Bacco, and Francesco Da Ros

PRX Quantum 7, 033022 (2026) - Published 4 August, 2026

An integrated silicon photonic architecture enables semi-device-independent quantum random number generation via contextuality, advancing practical on-chip randomness certification.

Measurement-Induced Entanglement in Noisy 2D Random Circuits

Zhi-Yuan Wei (魏志远), Jon Nelson, Joel Rajakumar, Esther Cruz, Alexey V. Gorshkov, Michael J. Gullans, and Daniel Malz

PRX Quantum 7, 033023 (2026) - Published 5 August, 2026

Researchers show that noise can destroy measurement-induced entanglement in two-dimensional circuits, with implications for the classical hardness of simulating noisy quantum computers.

Adaptive Estimation of Drifting Noise in Quantum Error Correction

Devansh Bhardwaj, Evangelia Takou, Yingjia Lin, and Kenneth R. Brown

PRX Quantum 7, 033024 (2026) - Published 6 August, 2026

Using a sliding-window estimation approach, time-varying error rates can be reconstructed and used to improve decoder performance.

Quantum Simulation of Electronic Structure via Quantum Fast Multipole Method

Dominic W. Berry, Kianna Wan, Andrew D. Baczewski, Elliot C. Eklund, Arkin Tikku, and Ryan Babbush

PRX Quantum 7, 033025 (2026) - Published 10 August, 2026

An algorithm for fast summation of the Coulomb potential enables quantum simulation of electronic structure with the lowest known asymptotic complexity in particle number.

Efficient Quantum Optimization via Dynamical Simulation

Ahmet Burak Catli, Sophia Simon, and Nathan Wiebe

PRX Quantum 7, 033026 (2026) - Published 12 August, 2026

A gradient-free approach to quantum optimization based on coherent simulation of time evolution can outperform gradient-descent-based methods in query complexity and robustness to barren plateaus.

No-Go Theorem on Fault Tolerant Gadgets for Multiple Logical Qubits

Aranya Chakraborty and Daniel Gottesman

PRX Quantum 7, 033027 (2026) - Published 13 August, 2026

Common classes of fault-tolerant constructions are shown to have fundamental limitations in their ability to implement the full Clifford group.

Few-Electron Spin Qubits in Quantum Dots Probed Through Nuclear Spin Magnetism

Peter Millington-Hotze, Petr Klenovsky, Harry E. Dyte, George Gillard, Santanu Manna, Saimon F. Covre da Silva, Armando Rastelli, and Evgeny A. Chekhovich

PRX Quantum 7, 033028 (2026) - Published 14 August, 2026

A new strategy for detecting the charging energies of quantum dots exploits the response of nuclear spins.

Constant-Depth Clifford-Hierarchy Gates via Non-Abelian Surface Codes

Alison Warman and Sakura Schäfer-Nameki

PRX Quantum 7, 033029 (2026) - Published 14 August, 2026

Using non-Abelian topological order, it is shown that two-dimensional, local, and topologically protected logical gates at any level of the Clifford hierarchy are achievable.

Experimental Observation of Multimode Quantum Phase Transitions in a Superconducting Bose-Hubbard Simulator

Claudia Castillo-Moreno, Théo Sépulcre, Timo Hillmann, Kazi Rafsanjani Amin, Mikael Kervinen, and Simone Gasparinetti

PRX Quantum 7, 033030 (2026) - Published 17 August, 2026

By harnessing cross-Kerr interactions in a superconducting microwave Bose-Hubbard lattice, an experimental study reveals a first-order multimode dissipative phase transition in one dimension.

Defect-Free Arrays at the Thousand-Atom Scale in a 4-K Cryogenic Environment

Desiree Lim, Hadriel Mamann, Grégoire Pichard, Lilian Bourachot, Arvid Lindberg, Clotilde Hamot, Hugo Le Bars, Florian Fasola, Siddhy Tan, Gwennolé Cournez, Sylvain Dutartre, Thierry Cartry, Sylvain Lemettre, Richard Hostein, Julien Paris, Franck Ferreyrol, Andréa Collardey, Adrien Signoles, Thierry Lahaye, Corentin Monmeyran, and Bruno Ximenez

PRX Quantum 7, 033032 (2026) - Published 18 August, 2026

Cryogenic operation and high optical access combine to enable creation of perfect neutral-atom arrays with single-atom trapping for thousands of seconds, a key step toward large-scale neutral-atom quantum computing.

Imaginary Time Evolution and Ground State Preparation Using Unitary Multi-Copy Protocols

Tal Schwartzman, Torsten V. Zache, Hannes Pichler, and H. R. Sadeghpour

PRX Quantum 7, 033033 (2026) - Published 18 August, 2026

Real-time evolution and sᴡᴀᴘ operations are combined to efficiently suppress excited-state populations using multiple copies of the quantum system.

Robust Superradiance and Spontaneous Spin Ordering in Disordered Waveguide Quantum Electrodynamics

Xin H. H. Zhang, Daniel Malz, and Peter Rabl

PRX Quantum 7, 033034 (2026) - Published 19 August, 2026

Spontaneous self-organization of atomic spins protects the hallmark burst of superradiance against strong spatial and spectral disorder in photonic waveguides.

Real-Time Dynamics in Two Dimensions with Tensor Network States via Time-Dependent Variational Monte Carlo Method

Yantao Wu and Jannes Nys

PRX Quantum 7, 033035 (2026) - Published 19 August, 2026

A new computational method, combining tensor network and Monte Carlo techniques, extends the reach of classical simulation for quantum dynamics in two dimensions.

Privacy in Continuous-Variable Distributed Quantum Sensing

A. de Oliveira Junior, Anton L. Andersen, Benjamin Lundgren Larsen, Sean William Moore, Damian Markham, Masahiro Takeoka, Jonatan Bohr Brask, and Ulrik L. Andersen

PRX Quantum 7, 033036 (2026) - Published 21 August, 2026

The feasibility of privately estimating continuous-variable quantum parameters in network scenarios is investigated through achievable protocols and no-go results.

Microwave Spectroscopy of Few-Carrier States in Bilayer Graphene Quantum Dots

Max J. Ruckriegel, Christoph Adam, Rebecca Bolt, Chuyao Tong, David Kealhofer, Artem O. Denisov, Mohsen Bahrami Panah, Kenji Watanabe, Takashi Taniguchi, Thomas Ihn, and Klaus Ensslin

PRX Quantum 7, 033037 (2026) - Published 24 August, 2026

Circuit quantum electrodynamics enables high-resolution spectroscopy of Pauli spin and valley blockade in bilayer graphene quantum dots, paving the way for advanced qubit control and readout.

Self-Configuring Quantum Networks with Superposition of Trajectories

Albie Chan, Zheng Shi, Jorge Miguel-Ramiro, Luca Dellantonio, Christine A. Muschik, and Wolfgang Dür

PRX Quantum 7, 033038 (2026) - Published 25 August, 2026

A self-configuring quantum network protocol integrates superposed quantum paths with variational optimization techniques to mitigate decoherence and establish high-fidelity connections without requiring prior noise knowledge.

Systematic Construction of Time-Dependent Hamiltonians for Microwave-Driven Josephson Circuits

Yao Lu, Tianpu Zhao, André Vallières, Kevin C. Smith, Daniel Weiss, Xinyuan You, Yaxing Zhang, Suhas Ganjam, Aniket Maiti, John W. O. Garmon, Shantanu Mundhada, Ziwen Huang, Ian Mondragon-Shem, Steven M. Girvin, Jens Koch, and Robert J. Schoelkopf

PRX Quantum 7, 033039 (2026) - Published 27 August, 2026

A versatile framework bridges layout-level microwave simulations with quantum dynamics, enabling realistic modeling of driven superconducting circuits beyond simplified lumped-element descriptions.

Analytical Blueprint for 99.999% Fidelity X-Gates on Present Superconducting Hardware Under Strong Driving

José Diogo Da Costa Jesus, Boxi Li, Yuan Gao, Rami Barends, Francisco Andrés Cárdenas-López, and Felix Motzoi

PRX Quantum 7, 033040 (2026) - Published 27 August, 2026

A new analytical pulse-shaping framework extends DRAG protocols to suppress multiphoton leakage in strongly driven superconducting transmons, enabling ultrafast single-qubit gates with fidelities exceeding 99.99%.

Holographic Duality Between Bulk Topological Order and Boundary Mixed-State Order

Tsung-Cheng Lu, Yu-Jie Liu, Sarang Gopalakrishnan, and Yizhi You

PRX Quantum 7, 033041 (2026) - Published 28 August, 2026

Mapping open quantum systems to higher-dimensional topological order provides a new framework for characterizing strong-to-weak symmetry breaking and nonequilibrium quantum phases.

Dispersive Qubit Readout with Intrinsic Resonator Reset

M. Jerger, F. Motzoi, Y. Gao, C. Dickel, L. Buchmann, F. A. Cárdenas-López, A. Bengtsson, G. Tancredi, C. W. Warren, J. Bylander, D. DiVincenzo, R. Barends, and P. A. Bushev

PRX Quantum 7, 033042 (2026) - Published 31 August, 2026

Researchers experimentally demonstrate a new method for large-bandwidth dispersive readout, with built-in resonator reset, providing potential applications in quantum error correction.

Andreev-Enhanced Conductance Quantization and Gate-Tunable Induced Superconducting Gap in Germanium

Elyjah Kiyooka, Chotivut Tangchingchai, Gonzalo Troncoso Fernandez-Bada, Boris Brun-Barriere, Simon Zihlmann, Romain Maurand, Francois Lefloch, Vivien Schmitt, Jean-Michel Hartmann, Manuel Houzet, and Silvano De Franceschi

PRX Quantum 7, 033043 (2026) - Published 1 September, 2026

Experiments in Ge/SiGe quantum point contacts demonstrate a gate-tunable proximity-induced superconducting gap and near-ideal superconducting conductance quantization in excellent agreement with theory.

Efficient Entanglement Purification Circuit Design for Dual-Species Atom Arrays

Bikun Li, Daniel Dilley, Alvin Gonzales, Thomas A. Hahn, Ryan White, Rotem Arnon, Hannes Bernien, Zain Saleem, and Liang Jiang

PRX Quantum 7, 033044 (2026) - Published 2 September, 2026

A dual-species atomic array reduces technical overhead (no local addressing needed and nondestructive midcircuit measurements) and enables efficient entanglement purification for applications in quantum networking and distributed computation.

Disambiguating Pauli Noise in Quantum Computers

Edward H. Chen, Senrui Chen, Laurin E. Fischer, Andrew Eddins, Luke C. G. Govia, Brad Mitchell, Andre He, Youngseok Kim, Liang Jiang, and Alireza Seif

PRX Quantum 7, 033045 (2026) - Published 3 September, 2026

The unavoidable “gauge” ambiguity in learning a quantum computer’s noise does not hinder error mitigation, and this remaining degree of freedom can even be optimized to make mitigation dramatically more efficient.

Exponentially Accurate Open Quantum Simulation via Randomized Dissipation with Minimal Ancilla

Jumpei Kato, Kaito Wada, Kosuke Ito, and Naoki Yamamoto

PRX Quantum 7, 033046 (2026) - Published 4 September, 2026

Exponentially accurate simulation of open quantum systems is made viable for early fault-tolerant devices via a random compilation method requiring a minimal number of ancilla qubits.

Quantum State Designs from Minimally Random Quantum Circuits

Jonathon Riddell, Katja Klobas, and Bruno Bertini

PRX Quantum 7, 033047 (2026) - Published 8 September, 2026

For quantum circuits that generate complex dynamics, a single, one-site operation is sufficient to produce randomness, showcasing a trade-off between dynamical chaos and randomness.

A Heuristic for Matrix Product State Simulation of Out-of-Equilibrium Dynamics of Two-Dimensional Quantum Spin Systems

Salvatore Mandrà, Brayden Ware, Nikita Astrakhantsev, Sergei Isakov, Benjamin Villalonga, Tom Westerhout, and Kostyantyn Kechedzhi

PRX Quantum 7, 033048 (2026) - Published 8 September, 2026

A new heuristic approach accelerates the convergence of classical simulation of two-dimensional quantum dynamics, enabling the verification of quantum simulation experiments in previously inaccessible regimes.

Complexity of Quantum Trajectories

Luca Lumia, Emanuele Tirrito, Mario Collura, Fabian H. L. Essler, and Rosario Fazio

PRX Quantum 7, 033049 (2026) - Published 9 September, 2026

An unsupervised, data-driven framework based on the intrinsic dimension of quantum trajectories provides a robust probe for detecting integrability and ergodicity breaking in open quantum systems beyond the transient regime, while new results on autonomous chaos are discussed.

Moments of Quantum Channel Ensembles

Matthew Duschenes, Diego García-Martín, Zoë Holmes, and M. Cerezo

PRX Quantum 7, 033050 (2026) - Published 9 September, 2026

A general framework for the study of statistical moments of quantum channel ensembles is introduced, providing new insights into noisy quantum circuits and variational quantum algorithms.

Finite-Size Quantum Key Distribution Rates from Rényi Entropies Using Conic Optimization

Mariana Navarro, Andrés González Lorente, Pablo V. Parellada, Carlos Pascual-García, and Mateus Araújo

PRX Quantum 7, 033051 (2026) - Published 10 September, 2026

A conic optimization method addressing a critical challenge in key rate estimation for quantum key distribution is presented, providing tighter security bounds and fast numerical convergence.

Circuit-Based Characterization of Finite-Temperature Quantum Phases and Self-Correcting Quantum Memory

Ruochen Ma, Vedika Khemani, and Shengqi Sang

PRX Quantum 7, 033052 (2026) - Published 10 September, 2026

A circuit-based framework characterizing thermal quantum phases via a correlation-decay condition is presented, establishing self-correction as a universal property of finite-temperature quantum memories.

Logical Accreditation: A Framework for Efficient Certification of Fault-Tolerant Computations

James Mills, Adithya Sireesh, Dominik Leichtle, Joschka Roffe, and Elham Kashefi

PRX Quantum 7, 033053 (2026) - Published 11 September, 2026

Verification of encoded quantum systems is made possible with a scalable tool that assesses computational accuracy under general device noise.

Modeling the Impact of Device Imperfections on Electron Shuttling in SiMOS devices

Jack J. Turner, Christian W. Binder, Guido Burkard, and Andrew J. Fisher

PRX Quantum 7, 033054 (2026) - Published 11 September, 2026

Three-dimensional simulations of electron shuttling in realistic SiMOS devices are presented, identifying operating regimes resilient to common device imperfections and charge defects.

In Situ Benchmarking of Fault-Tolerant Quantum Circuits: Clifford Circuits

Xiao Xiao, Dominik Hangleiter, Dolev Bluvstein, Mikhail D. Lukin, and Michael J. Gullans

PRX Quantum 7, 033055 (2026) - Published 14 September, 2026

Using only existing error syndrome data and no additional calibration circuits, it is possible to efficiently benchmark quantum hardware and verify encoded computations.

Ultra-Slow Orbital and Spin Dynamics in an Electrically Tunable Quantum Dot Molecule

Christopher Thalacker, Michelle Lienhart, Markus Stöcker, Nadeem Akhlaq, Irina Ivanova, Nikolai Bart, Arne Ludwig, Johannes Schall, Stephan Reitzenstein, Dirk Reuter, Steffen Wilksen, Christopher Gies, Krzysztof Gawarecki, Paweł Machnikowski, Kai Müller, and Jonathan Finley

PRX Quantum 7, 033056 (2026) - Published 14 September, 2026

A new study demonstrates the optical charging of spins in a quantum dot molecule, while keeping the tunability of its parameter, which can become an important building block for multidimensional photonic cluster state generation.

ARTICLES

Research Articles

Fundamental Limitations on the Reliabilities of Power and Work in Quantum Batteries

Brij Mohan, Tanmoy Pandit, Maciej Lewenstein, and Manabendra Nath Bera

PRX Quantum 7, 033057 (2026) - Published 15 September, 2026

A fundamental quantum uncertainty relation reveals an unavoidable trade-off between the reliabilities of the charging power and the work deposited during the charging and discharging of quantum batteries, establishing essential design limits for future quantum energy storage.

ARTICLES

Unitary Synthesis with Fewer T Gates

Xinyu Tan

PRX Quantum 7, 033058 (2026) - Published 16 September, 2026

A new compilation algorithm asymptotically reduces the number of T gates needed to implement an arbitrary unitary quantum operation.

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