首页 > 最新文献

Quantum最新文献

英文 中文
Informed Dynamic Scheduling for QLDPC Codes QLDPC码的知情动态调度
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-16 DOI: 10.22331/q-2026-01-16-1967
Tzu-Hsuan Huang, Yeong-Luh Ueng
Recent research has shown that syndrome-based belief propagation using layered scheduling (sLBP) can not only accelerate the convergence rate but also improve the error rate performance by breaking the quantum trapping sets for quantum low-density parity-check (QLDPC) codes, showcasing a result distinct from classical error correction codes. In this paper, we consider edge-wise informed dynamic scheduling (IDS) for QLDPC codes based on syndrome-based residual belief propagation (sRBP). However, the construction of QLDPC codes and the identical prior intrinsic information assignment will result in an equal residual in many edges, causing a performance limitation for sRBP. Two heuristic strategies, including edge pool design and error pre-correction, are introduced to tackle this obstacle and quantum trapping sets. Then, a novel sRBP equipped with a predict-and-reduce-error mechanism (PRE-sRBP) is proposed, which can provide over one order of performance gain on the considered bicycle codes and symmetric hypergraph (HP) code under similar iterations compared to sLBP.
最近的研究表明,利用分层调度(sLBP)的基于证型的信念传播不仅可以加快量子低密度奇偶校验码的收敛速度,而且可以通过打破量子俘获集来提高错误率性能,显示出不同于经典纠错码的结果。研究了基于证型残差信念传播(sRBP)的QLDPC码的边缘知情动态调度方法。然而,QLDPC码的构造和相同的先验固有信息赋值会导致许多边的残差相等,从而限制了sRBP的性能。引入了两种启发式策略,包括边缘池设计和错误预校正,以解决这一障碍和量子捕获集。然后,提出了一种具有预测和减少错误机制的新型sRBP (PRE-sRBP),与sLBP相比,在相似迭代下,所考虑的自行车码和对称超图(HP)码可以提供一个数量级以上的性能增益。
{"title":"Informed Dynamic Scheduling for QLDPC Codes","authors":"Tzu-Hsuan Huang, Yeong-Luh Ueng","doi":"10.22331/q-2026-01-16-1967","DOIUrl":"https://doi.org/10.22331/q-2026-01-16-1967","url":null,"abstract":"Recent research has shown that syndrome-based belief propagation using layered scheduling (sLBP) can not only accelerate the convergence rate but also improve the error rate performance by breaking the quantum trapping sets for quantum low-density parity-check (QLDPC) codes, showcasing a result distinct from classical error correction codes. In this paper, we consider edge-wise informed dynamic scheduling (IDS) for QLDPC codes based on syndrome-based residual belief propagation (sRBP). However, the construction of QLDPC codes and the identical prior intrinsic information assignment will result in an equal residual in many edges, causing a performance limitation for sRBP. Two heuristic strategies, including edge pool design and error pre-correction, are introduced to tackle this obstacle and quantum trapping sets. Then, a novel sRBP equipped with a predict-and-reduce-error mechanism (PRE-sRBP) is proposed, which can provide over one order of performance gain on the considered bicycle codes and symmetric hypergraph (HP) code under similar iterations compared to sLBP.","PeriodicalId":20807,"journal":{"name":"Quantum","volume":"57 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145972329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fault-tolerant simulation of Lattice Gauge Theories with gauge covariant codes 规范协变码的格规理论容错仿真
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-16 DOI: 10.22331/q-2026-01-16-1968
L. Spagnoli, A. Roggero, N. Wiebe
We show in this paper that a strong and easy connection exists between quantum error correction and Lattice Gauge Theories (LGT) by using the Gauge symmetry to construct an efficient error-correcting code for Abelian $mathbb{Z_2}$ LGTs. We identify the logical operations on this gauge covariant code and show that the corresponding Hamiltonian can be expressed in terms of these logical operations while preserving the locality of the interactions. Furthermore, we demonstrate that these substitutions actually give a new way of writing the LGT as an equivalent hardcore boson model. Finally we demonstrate a method to perform fault-tolerant time evolution of the Hamiltonian within the gauge covariant code using both product formulas and qubitization approaches. This opens up the possibility of inexpensive end to end dynamical simulations that save physical qubits by blurring the lines between simulation algorithms and quantum error correcting codes.
本文利用规范对称构造了一个有效的Abelian $mathbb{Z_2}$ LGT的纠错码,证明了量子纠错与晶格规范理论(Lattice Gauge Theories, LGT)之间存在着强而简单的联系。我们确定了规范协变码上的逻辑运算,并证明了相应的哈密顿量可以用这些逻辑运算来表示,同时保持了相互作用的局域性。此外,我们证明了这些替换实际上提供了一种将LGT写成等效核心玻色子模型的新方法。最后给出了一种利用积公式和量子化方法对规范协变码内的哈密顿量进行容错时间演化的方法。这开辟了廉价的端到端动态模拟的可能性,通过模糊模拟算法和量子纠错码之间的界限来节省物理量子位。
{"title":"Fault-tolerant simulation of Lattice Gauge Theories with gauge covariant codes","authors":"L. Spagnoli, A. Roggero, N. Wiebe","doi":"10.22331/q-2026-01-16-1968","DOIUrl":"https://doi.org/10.22331/q-2026-01-16-1968","url":null,"abstract":"We show in this paper that a strong and easy connection exists between quantum error correction and Lattice Gauge Theories (LGT) by using the Gauge symmetry to construct an efficient error-correcting code for Abelian $mathbb{Z_2}$ LGTs. We identify the logical operations on this gauge covariant code and show that the corresponding Hamiltonian can be expressed in terms of these logical operations while preserving the locality of the interactions. Furthermore, we demonstrate that these substitutions actually give a new way of writing the LGT as an equivalent hardcore boson model. Finally we demonstrate a method to perform fault-tolerant time evolution of the Hamiltonian within the gauge covariant code using both product formulas and qubitization approaches. This opens up the possibility of inexpensive end to end dynamical simulations that save physical qubits by blurring the lines between simulation algorithms and quantum error correcting codes.","PeriodicalId":20807,"journal":{"name":"Quantum","volume":"124 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145972370","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Theory-independent randomness generation from spatial symmetries 从空间对称性产生理论无关的随机性
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-16 DOI: 10.22331/q-2026-01-16-1966
Caroline L. Jones, Stefan L. Ludescher, Albert Aloy, Markus P. Müller
We demonstrate a fundamental relation between the structures of physical space and of quantum theory: the set of quantum correlations in a rotational prepare-and-measure scenario can be derived from covariance alone, without assuming quantum physics. To show this, we consider a semi-device-independent randomness generation scheme where one of two spatial rotations is performed on an otherwise uncharacterized preparation device, and one of two possible measurement outcomes is subsequently obtained. An upper bound on a theory-independent notion of spin is assumed for the transmitted physical system. It turns out that this determines the set of quantum correlations and the amount of certifiable randomness in this setup exactly. Interestingly, this yields the basis of a theory-independent protocol for the secure generation of random numbers. Our results support the conjecture that the symmetries of space and time determine at least part of the probabilistic structure of quantum theory.
我们证明了物理空间结构和量子理论之间的基本关系:旋转准备和测量场景中的量子相关集可以单独从协方差中导出,而不需要假设量子物理。为了证明这一点,我们考虑了一种半设备无关的随机生成方案,其中两个空间旋转中的一个在其他未表征的制备设备上执行,并随后获得两个可能的测量结果之一。对于传输的物理系统,假定了一个与理论无关的自旋概念的上限。事实证明,这完全决定了量子相关性的集合和这个设置中可证明的随机性的数量。有趣的是,这为安全生成随机数提供了理论独立协议的基础。我们的结果支持这样一个猜想,即空间和时间的对称性至少部分决定了量子理论的概率结构。
{"title":"Theory-independent randomness generation from spatial symmetries","authors":"Caroline L. Jones, Stefan L. Ludescher, Albert Aloy, Markus P. Müller","doi":"10.22331/q-2026-01-16-1966","DOIUrl":"https://doi.org/10.22331/q-2026-01-16-1966","url":null,"abstract":"We demonstrate a fundamental relation between the structures of physical space and of quantum theory: the set of quantum correlations in a rotational prepare-and-measure scenario can be derived from covariance alone, without assuming quantum physics. To show this, we consider a semi-device-independent randomness generation scheme where one of two spatial rotations is performed on an otherwise uncharacterized preparation device, and one of two possible measurement outcomes is subsequently obtained. An upper bound on a theory-independent notion of spin is assumed for the transmitted physical system. It turns out that this determines the set of quantum correlations and the amount of certifiable randomness in this setup exactly. Interestingly, this yields the basis of a theory-independent protocol for the secure generation of random numbers. Our results support the conjecture that the symmetries of space and time determine at least part of the probabilistic structure of quantum theory.","PeriodicalId":20807,"journal":{"name":"Quantum","volume":"19 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145972326","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantum games and synchronicity 量子游戏和同步性
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-14 DOI: 10.22331/q-2026-01-14-1964
Adina Goldberg
In the flavour of categorical quantum mechanics, we extend nonlocal games to allow quantum questions and answers, using quantum sets (special symmetric dagger Frobenius algebras) and the quantum functions of Musto, Reutter, and Verdon. Equations are presented using a diagrammatic calculus for tensor categories. To this quantum question and answer setting, we extend the standard definitions, including strategies, correlations, and synchronicity, and we use these definitions to extend results about synchronicity. We extend the graph homomorphism (isomorphism) game to quantum graphs, and show it is synchronous (bisynchronous) and connect its perfect (bi)strategies to quantum graph homomorphisms (isomorphisms). Our extended definitions agree with the existing quantum games literature, except in the case of synchronicity.
在范畴量子力学的风格中,我们扩展了非局部博弈来允许量子问题和答案,使用量子集(特殊对称的dagger Frobenius代数)和Musto, Reutter和Verdon的量子函数。方程是用张量范畴的图解演算提出的。对于这个量子问答设置,我们扩展了标准定义,包括策略、相关性和同步性,并使用这些定义来扩展关于同步性的结果。我们将图同态(同构)对策推广到量子图,证明了它是同步(双同步)的,并将其完美(bi)策略与量子图同态(同构)联系起来。我们的扩展定义与现有的量子游戏文献一致,除了同步性的情况。
{"title":"Quantum games and synchronicity","authors":"Adina Goldberg","doi":"10.22331/q-2026-01-14-1964","DOIUrl":"https://doi.org/10.22331/q-2026-01-14-1964","url":null,"abstract":"In the flavour of categorical quantum mechanics, we extend nonlocal games to allow quantum questions and answers, using quantum sets (special symmetric dagger Frobenius algebras) and the quantum functions of Musto, Reutter, and Verdon. Equations are presented using a diagrammatic calculus for tensor categories. To this quantum question and answer setting, we extend the standard definitions, including strategies, correlations, and synchronicity, and we use these definitions to extend results about synchronicity. We extend the graph homomorphism (isomorphism) game to quantum graphs, and show it is synchronous (bisynchronous) and connect its perfect (bi)strategies to quantum graph homomorphisms (isomorphisms). Our extended definitions agree with the existing quantum games literature, except in the case of synchronicity.","PeriodicalId":20807,"journal":{"name":"Quantum","volume":"8 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145962802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantum geometric tensors from sub-bundle geometry 子束几何中的量子几何张量
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-14 DOI: 10.22331/q-2026-01-14-1965
Marius A. Oancea, Thomas B. Mieling, Giandomenico Palumbo
The geometric properties of quantum states are crucial for understanding many physical phenomena in quantum mechanics, condensed matter physics, and optics. The central object describing these properties is the quantum geometric tensor, which unifies the Berry curvature and the quantum metric. In this work, we use the differential-geometric framework of vector bundles to analyze the properties of parameter-dependent quantum states and generalize the quantum geometric tensor to this setting. This construction is based on a general connection on a Hermitian vector bundle, which defines a notion of quantum state transport in parameter space, and a sub-bundle projector, which constrains the set of accessible quantum states. We show that the sub-bundle geometry is similar to that of submanifolds in Riemannian geometry and is described by generalized Gauss-Codazzi-Mainardi equations. This leads to a novel definition of the quantum geometric tensor that contains an additional curvature contribution. To illustrate our results, we describe the sub-bundle geometry arising in the semiclassical treatment of Dirac fields propagating in curved spacetime and show how the quantum geometric tensor, with its additional curvature contributions, is obtained in this case. As a concrete example, we consider Dirac fermions confined to a hyperbolic plane and demonstrate how spatial curvature influences the quantum geometry. This work sets the stage for further exploration of quantum systems in curved geometries, with applications in both high-energy physics and condensed matter systems.
量子态的几何性质对于理解量子力学、凝聚态物理和光学中的许多物理现象至关重要。描述这些特性的中心对象是量子几何张量,它统一了贝里曲率和量子度规。在这项工作中,我们使用矢量束的微分几何框架来分析参数相关量子态的性质,并将量子几何张量推广到这种情况下。该构造基于厄米向量束的一般连接,厄米向量束定义了参数空间中量子态传输的概念,而子束投影则限制了可访问量子态的集合。我们证明了子束几何类似于黎曼几何中的子流形,并可以用广义gaas - codazzi - mainardi方程来描述。这导致了包含额外曲率贡献的量子几何张量的新定义。为了说明我们的结果,我们描述了在弯曲时空中传播的狄拉克场的半经典处理中产生的子束几何,并展示了在这种情况下如何获得具有附加曲率贡献的量子几何张量。作为一个具体的例子,我们考虑限制在双曲平面上的狄拉克费米子,并演示了空间曲率如何影响量子几何。这项工作为进一步探索弯曲几何中的量子系统奠定了基础,并在高能物理和凝聚态系统中得到了应用。
{"title":"Quantum geometric tensors from sub-bundle geometry","authors":"Marius A. Oancea, Thomas B. Mieling, Giandomenico Palumbo","doi":"10.22331/q-2026-01-14-1965","DOIUrl":"https://doi.org/10.22331/q-2026-01-14-1965","url":null,"abstract":"The geometric properties of quantum states are crucial for understanding many physical phenomena in quantum mechanics, condensed matter physics, and optics. The central object describing these properties is the quantum geometric tensor, which unifies the Berry curvature and the quantum metric. In this work, we use the differential-geometric framework of vector bundles to analyze the properties of parameter-dependent quantum states and generalize the quantum geometric tensor to this setting. This construction is based on a general connection on a Hermitian vector bundle, which defines a notion of quantum state transport in parameter space, and a sub-bundle projector, which constrains the set of accessible quantum states. We show that the sub-bundle geometry is similar to that of submanifolds in Riemannian geometry and is described by generalized Gauss-Codazzi-Mainardi equations. This leads to a novel definition of the quantum geometric tensor that contains an additional curvature contribution. To illustrate our results, we describe the sub-bundle geometry arising in the semiclassical treatment of Dirac fields propagating in curved spacetime and show how the quantum geometric tensor, with its additional curvature contributions, is obtained in this case. As a concrete example, we consider Dirac fermions confined to a hyperbolic plane and demonstrate how spatial curvature influences the quantum geometry. This work sets the stage for further exploration of quantum systems in curved geometries, with applications in both high-energy physics and condensed matter systems.","PeriodicalId":20807,"journal":{"name":"Quantum","volume":"81 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145968854","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exponential advantage in quantum sensing of correlated parameters 相关参数量子传感中的指数优势
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-14 DOI: 10.22331/q-2026-01-14-1963
Sridhar Prabhu, Vladimir Kremenetski, Saeed A. Khan, Ryotatsu Yanagimoto, Peter L. McMahon
Conventionally in quantum sensing, the goal is to estimate one or more unknown parameters that are assumed to be deterministic – that is, they do not change between shots of the quantum-sensing protocol. We instead consider the setting where the parameters are stochastic: each shot of the quantum-sensing protocol senses parameter values that come from independent random draws. In this work, we explore three examples where the stochastic parameters are correlated and show how using entanglement provides a benefit in classification or estimation tasks: (1) a two-parameter classification task, for which there is an advantage in the low-shot regime; (2) an $N$-parameter estimation task and a classification variant of it, for which an entangled sensor requires just a constant number (independent of $N$) shots to achieve the same accuracy as an unentangled sensor using exponentially many (${sim}2^N$) shots; (3) classifying the magnetization of a spin chain in thermal equilibrium, where the individual spins fluctuate but the total spin in one direction is conserved – this gives a practical setting in which stochastic parameters are correlated in a way that an entangled sensor can be designed to exploit. We also present a theoretical framework for assessing, for a given choice of entangled sensing protocol and distributions to discriminate between, how much advantage the entangled sensor would have over an unentangled sensor. Our work motivates the further study of sensing correlated stochastic parameters using entangled quantum sensors – and since classical sensors by definition cannot be entangled, our work shows the possibility for entangled quantum sensors to achieve an exponential advantage in sample complexity over classical sensors, in contrast to the typical quadratic advantage.
传统上,在量子传感中,目标是估计一个或多个未知参数,这些参数被认为是确定的——也就是说,它们在量子传感协议的拍摄之间不会改变。相反,我们考虑参数是随机的设置:量子传感协议的每次射击都会感知来自独立随机抽取的参数值。在这项工作中,我们探索了三个随机参数相关的例子,并展示了如何使用纠缠在分类或估计任务中提供好处:(1)在低射击状态下具有优势的双参数分类任务;(2)一个$N$参数估计任务及其分类变体,其中一个纠缠传感器只需要常数次(独立于$N$)射击就可以达到与使用指数次(${sim}2^N$)射击的未纠缠传感器相同的精度;(3)在热平衡中对自旋链的磁化进行分类,其中单个自旋波动,但一个方向上的总自旋是守恒的-这提供了一个实际的设置,其中随机参数以一种纠缠传感器可以设计利用的方式相关联。我们还提出了一个理论框架,用于评估给定选择的纠缠传感协议和分布之间的区别,纠缠传感器将比未纠缠传感器具有多大优势。我们的工作激发了使用纠缠量子传感器感知相关随机参数的进一步研究,并且由于经典传感器根据定义不能纠缠,我们的工作表明,与典型的二次优势相比,纠缠量子传感器在样本复杂性方面具有指数优势的可能性。
{"title":"Exponential advantage in quantum sensing of correlated parameters","authors":"Sridhar Prabhu, Vladimir Kremenetski, Saeed A. Khan, Ryotatsu Yanagimoto, Peter L. McMahon","doi":"10.22331/q-2026-01-14-1963","DOIUrl":"https://doi.org/10.22331/q-2026-01-14-1963","url":null,"abstract":"Conventionally in quantum sensing, the goal is to estimate one or more unknown parameters that are assumed to be deterministic – that is, they do not change between shots of the quantum-sensing protocol. We instead consider the setting where the parameters are stochastic: each shot of the quantum-sensing protocol senses parameter values that come from independent random draws. In this work, we explore three examples where the stochastic parameters are correlated and show how using entanglement provides a benefit in classification or estimation tasks: (1) a two-parameter classification task, for which there is an advantage in the low-shot regime; (2) an $N$-parameter estimation task and a classification variant of it, for which an entangled sensor requires just a constant number (independent of $N$) shots to achieve the same accuracy as an unentangled sensor using exponentially many (${sim}2^N$) shots; (3) classifying the magnetization of a spin chain in thermal equilibrium, where the individual spins fluctuate but the total spin in one direction is conserved – this gives a practical setting in which stochastic parameters are correlated in a way that an entangled sensor can be designed to exploit. We also present a theoretical framework for assessing, for a given choice of entangled sensing protocol and distributions to discriminate between, how much advantage the entangled sensor would have over an unentangled sensor. Our work motivates the further study of sensing correlated stochastic parameters using entangled quantum sensors – and since classical sensors by definition cannot be entangled, our work shows the possibility for entangled quantum sensors to achieve an exponential advantage in sample complexity over classical sensors, in contrast to the typical quadratic advantage.","PeriodicalId":20807,"journal":{"name":"Quantum","volume":"37 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145962801","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Harnessing Bayesian Statistics to Accelerate Iterative Quantum Amplitude Estimation 利用贝叶斯统计加速迭代量子振幅估计
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-14 DOI: 10.22331/q-2026-01-14-1962
Qilin Li, Atharva Vidwans, Yazhen Wang, Micheline B. Soley
We establish a unified statistical framework that underscores the crucial role statistical inference plays in Quantum Amplitude Estimation (QAE), a task essential to fields ranging from chemistry to finance and machine learning. We use this framework to harness Bayesian statistics for improved measurement efficiency with rigorous interval estimates at all iterations of Iterative Quantum Amplitude Estimation. We demonstrate the resulting method, Bayesian Iterative Quantum Amplitude Estimation (BIQAE), accurately and efficiently estimates both quantum amplitudes and molecular ground-state energies to high accuracy, and show in analytic and numerical sample complexity analyses that BIQAE outperforms all other QAE approaches considered. Both rigorous mathematical proofs and numerical simulations conclusively indicate Bayesian statistics is the source of this advantage, a finding that invites further inquiry into the power of statistics to expedite the search for quantum utility.
我们建立了一个统一的统计框架,强调了统计推断在量子振幅估计(QAE)中发挥的关键作用,这是从化学到金融和机器学习等领域必不可少的任务。我们使用这个框架来利用贝叶斯统计来提高测量效率,并在迭代量子振幅估计的所有迭代中进行严格的区间估计。我们证明了所得到的方法,贝叶斯迭代量子振幅估计(BIQAE),准确有效地估计量子振幅和分子基态能量,精度很高,并在分析和数值样本复杂性分析中表明BIQAE优于所有其他考虑的QAE方法。严格的数学证明和数值模拟都最终表明贝叶斯统计是这种优势的来源,这一发现促使人们进一步探索统计学的力量,以加快对量子效用的探索。
{"title":"Harnessing Bayesian Statistics to Accelerate Iterative Quantum Amplitude Estimation","authors":"Qilin Li, Atharva Vidwans, Yazhen Wang, Micheline B. Soley","doi":"10.22331/q-2026-01-14-1962","DOIUrl":"https://doi.org/10.22331/q-2026-01-14-1962","url":null,"abstract":"We establish a unified statistical framework that underscores the crucial role statistical inference plays in Quantum Amplitude Estimation (QAE), a task essential to fields ranging from chemistry to finance and machine learning. We use this framework to harness Bayesian statistics for improved measurement efficiency with rigorous interval estimates at all iterations of Iterative Quantum Amplitude Estimation. We demonstrate the resulting method, Bayesian Iterative Quantum Amplitude Estimation (BIQAE), accurately and efficiently estimates both quantum amplitudes and molecular ground-state energies to high accuracy, and show in analytic and numerical sample complexity analyses that BIQAE outperforms all other QAE approaches considered. Both rigorous mathematical proofs and numerical simulations conclusively indicate Bayesian statistics is the source of this advantage, a finding that invites further inquiry into the power of statistics to expedite the search for quantum utility.","PeriodicalId":20807,"journal":{"name":"Quantum","volume":"15 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145962803","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Resource-Dependent Complexity of Quantum Channels 量子信道的资源依赖复杂性
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-08 DOI: 10.22331/q-2026-01-08-1960
Roy Araiza, Yidong Chen, Marius Junge, Peixue Wu
We introduce a new framework for quantifying the complexity of quantum channels, grounded in a suitably chosen resource set. This class of convex functions is designed to analyze the complexity of both open and closed quantum systems. By leveraging Lipschitz norms inspired by quantum optimal transport theory, we rigorously establish the fundamental properties of this complexity measure. The flexibility in selecting the resource set allows us to derive effective lower bounds for gate complexities and simulation costs of both Hamiltonian simulations and dynamics of open quantum systems. Additionally, we demonstrate that this complexity measure exhibits linear growth for random quantum circuits and finite-dimensional quantum simulations, up to the Brown-Susskind threshold.
我们引入了一个新的框架来量化量子信道的复杂性,该框架基于一个适当选择的资源集。这类凸函数被设计用来分析开放和封闭量子系统的复杂性。通过利用受量子最优输运理论启发的Lipschitz规范,我们严格地建立了这种复杂性度量的基本性质。选择资源集的灵活性使我们能够推导出开放量子系统的哈密顿模拟和动力学的门复杂性和模拟成本的有效下界。此外,我们证明了这种复杂性度量在随机量子电路和有限维量子模拟中呈现线性增长,直至Brown-Susskind阈值。
{"title":"Resource-Dependent Complexity of Quantum Channels","authors":"Roy Araiza, Yidong Chen, Marius Junge, Peixue Wu","doi":"10.22331/q-2026-01-08-1960","DOIUrl":"https://doi.org/10.22331/q-2026-01-08-1960","url":null,"abstract":"We introduce a new framework for quantifying the complexity of quantum channels, grounded in a suitably chosen resource set. This class of convex functions is designed to analyze the complexity of both open and closed quantum systems. By leveraging Lipschitz norms inspired by quantum optimal transport theory, we rigorously establish the fundamental properties of this complexity measure. The flexibility in selecting the resource set allows us to derive effective lower bounds for gate complexities and simulation costs of both Hamiltonian simulations and dynamics of open quantum systems. Additionally, we demonstrate that this complexity measure exhibits linear growth for random quantum circuits and finite-dimensional quantum simulations, up to the Brown-Susskind threshold.","PeriodicalId":20807,"journal":{"name":"Quantum","volume":"25 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145919798","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Self-Testing Graph States Permitting Bounded Classical Communication 允许有界经典通信的自测试图状态
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-08 DOI: 10.22331/q-2026-01-08-1961
Uta Isabella Meyer, Ivan Šupić, Frédéric Grosshans, Damian Markham
Self-testing identifies quantum states and correlations that exhibit nonlocality, distinguishing them, up to local transformations, from other quantum states. Due to their strong nonlocality, it is known that all graph states can be self-tested in the standard setting – where parties are not allowed to communicate. Recently it has been shown that graph states display nonlocal correlations even when bounded classical communication on the underlying graph is permitted, a feature that has found applications in proving a circuit-depth separation between classical and quantum computing. In this work, we develop self testing in the framework of bounded classical communication, and we show that certain graph states can be robustly self-tested even allowing for communication. In particular, we provide an explicit self-test for the circular graph state and the honeycomb cluster state – the latter known to be a universal resource for measurement based quantum computation. Since communication generally obstructs self-testing of graph states, we further provide a procedure to robustly self-test any graph state from larger ones that exhibit nonlocal correlations in the communication scenario.
自我测试识别量子态和表现出非局域性的相关性,将它们与其他量子态区分开来,直到局部转换。由于它们的强非局部性,已知所有的图状态都可以在标准设置中进行自我测试——其中各方不允许进行通信。最近有研究表明,即使允许底层图上的有界经典通信,图状态也显示出非局部相关性,这一特征已被应用于证明经典计算和量子计算之间的电路深度分离。在这项工作中,我们在有界经典通信的框架中开发了自我测试,并且我们表明即使允许通信,某些图状态也可以进行鲁棒自我测试。特别是,我们提供了圆形图状态和蜂窝簇状态的显式自测试-后者已知是基于测量的量子计算的通用资源。由于通信通常会阻碍图状态的自测试,因此我们进一步提供了一个过程,可以从通信场景中显示非局部相关性的较大图状态中健壮地自测试任何图状态。
{"title":"Self-Testing Graph States Permitting Bounded Classical Communication","authors":"Uta Isabella Meyer, Ivan Šupić, Frédéric Grosshans, Damian Markham","doi":"10.22331/q-2026-01-08-1961","DOIUrl":"https://doi.org/10.22331/q-2026-01-08-1961","url":null,"abstract":"Self-testing identifies quantum states and correlations that exhibit nonlocality, distinguishing them, up to local transformations, from other quantum states. Due to their strong nonlocality, it is known that all graph states can be self-tested in the standard setting – where parties are not allowed to communicate. Recently it has been shown that graph states display nonlocal correlations even when bounded classical communication on the underlying graph is permitted, a feature that has found applications in proving a circuit-depth separation between classical and quantum computing. In this work, we develop self testing in the framework of bounded classical communication, and we show that certain graph states can be robustly self-tested even allowing for communication. In particular, we provide an explicit self-test for the circular graph state and the honeycomb cluster state – the latter known to be a universal resource for measurement based quantum computation. Since communication generally obstructs self-testing of graph states, we further provide a procedure to robustly self-test any graph state from larger ones that exhibit nonlocal correlations in the communication scenario.","PeriodicalId":20807,"journal":{"name":"Quantum","volume":"34 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145919882","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A decompositional framework for process theories in spacetime 时空过程理论的分解框架
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-07 DOI: 10.22331/q-2026-01-07-1959
Matthias Salzger, John H. Selby
There has been a recent surge of interest within the field of quantum foundations regarding incorporating ideas from general relativity and quantum gravity. However, many quantum information tools remain agnostic to the underlying spacetime. For instance, whenever we draw a quantum circuit the effective spacetime imposed by the connectivity of the physical qubits which will realize this circuit is not taken into account. In this work, we aim to address this limitation by extending the framework of process theories to include a background spacetime structure. We introduce the notion of process implementations, i.e., decompositions of a process. A process is then embeddable if and only if one of its implementations can be embedded in such a way that all the component processes are localized and all wires follow timelike paths. While conceptually simple, checking for embeddability is generally computationally intractable. We therefore work towards simplifying this problem as much as possible, identifying a canonical subset of implementations that determine both the embeddability of a process and the causal structures distinguishable at least in some process theory. Notably, we discover countably infinite ''zigzag'' causal structures beyond those typically considered. While these can be ignored in classical theory, they seem to be essential in quantum theory, as the quantum CNOT gate can be implemented by all zigzag structures but not in a standard causal structure, except in the trivial undecomposed way. These zigzags could be significant for quantum causal modeling and the study of novel quantum resources.
最近,在量子基础领域,人们对将广义相对论和量子引力的思想结合起来产生了浓厚的兴趣。然而,许多量子信息工具仍然对潜在的时空不可知。例如,每当我们绘制量子电路时,就没有考虑到实现该电路的物理量子比特的连通性所施加的有效时空。在这项工作中,我们的目标是通过扩展过程理论的框架来包括背景时空结构来解决这一限制。我们引入流程实现的概念,即流程的分解。当且仅当一个流程的实现能够以这样一种方式嵌入,即所有组件流程都是本地化的,并且所有连接都遵循类似时间的路径,那么该流程就是可嵌入的。虽然概念上很简单,但检查可嵌入性通常在计算上很棘手。因此,我们致力于尽可能地简化这个问题,确定一个规范的实现子集,这些实现子集至少在某些过程理论中决定了过程的可嵌入性和可区分的因果结构。值得注意的是,我们发现了无数的“之字形”因果结构,超出了那些典型的考虑。虽然这些在经典理论中可以被忽略,但它们在量子理论中似乎是必不可少的,因为量子CNOT门可以通过所有之字形结构实现,但不能以标准的因果结构实现,除非以平凡的未分解方式。这些曲折对量子因果建模和新型量子资源的研究具有重要意义。
{"title":"A decompositional framework for process theories in spacetime","authors":"Matthias Salzger, John H. Selby","doi":"10.22331/q-2026-01-07-1959","DOIUrl":"https://doi.org/10.22331/q-2026-01-07-1959","url":null,"abstract":"There has been a recent surge of interest within the field of quantum foundations regarding incorporating ideas from general relativity and quantum gravity. However, many quantum information tools remain agnostic to the underlying spacetime. For instance, whenever we draw a quantum circuit the effective spacetime imposed by the connectivity of the physical qubits which will realize this circuit is not taken into account. In this work, we aim to address this limitation by extending the framework of process theories to include a background spacetime structure. We introduce the notion of process implementations, i.e., decompositions of a process. A process is then embeddable if and only if one of its implementations can be embedded in such a way that all the component processes are localized and all wires follow timelike paths. While conceptually simple, checking for embeddability is generally computationally intractable. We therefore work towards simplifying this problem as much as possible, identifying a canonical subset of implementations that determine both the embeddability of a process and the causal structures distinguishable at least in some process theory. Notably, we discover countably infinite ''zigzag'' causal structures beyond those typically considered. While these can be ignored in classical theory, they seem to be essential in quantum theory, as the quantum CNOT gate can be implemented by all zigzag structures but not in a standard causal structure, except in the trivial undecomposed way. These zigzags could be significant for quantum causal modeling and the study of novel quantum resources.","PeriodicalId":20807,"journal":{"name":"Quantum","volume":"14 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145919797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Quantum
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1