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Efficient tensor networks for control-enhanced quantum metrology 用于控制增强量子计量的高效张量网络
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-12-18 DOI: 10.22331/q-2024-12-18-1571
Qiushi Liu, Yuxiang Yang
Optimized quantum control can enhance the performance and noise resilience of quantum metrology. However, the optimization quickly becomes intractable when multiple control operations are applied sequentially. In this work, we propose efficient tensor network algorithms for optimizing strategies of quantum metrology enhanced by a long sequence of control operations. Our approach covers a general and practical scenario where the experimenter applies $N-1$ interleaved control operations between $N$ queries of the channel to estimate and uses no or bounded ancilla. Tailored to different experimental capabilities, these control operations can be generic quantum channels or variational unitary gates. Numerical experiments show that our algorithm has a good performance in optimizing the metrological strategy for as many as $N=100$ queries. In particular, our algorithm identifies a strategy that can outperform the state-of-the-art strategy when $N$ is finite but large.
优化量子控制可以提高量子计量的性能和抗噪声能力。然而,当多个控制操作顺序应用时,优化很快变得棘手。在这项工作中,我们提出了有效的张量网络算法来优化量子计量策略,通过长序列的控制操作来增强。我们的方法涵盖了一个一般和实际的场景,其中实验者在信道的$N$查询之间应用$N-1$交错控制操作来估计并使用无辅助或有界辅助。根据不同的实验能力,这些控制操作可以是通用量子通道或变分单一门。数值实验表明,该算法对于多达$N=100$查询的计量策略优化具有良好的性能。特别是,当$N$有限但很大时,我们的算法确定了一种可以优于最先进策略的策略。
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引用次数: 0
Heralded Optical Entanglement Generation via the Graph Picture of Linear Quantum Networks 基于线性量子网络图图的预示光纠缠生成
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-12-18 DOI: 10.22331/q-2024-12-18-1572
Seungbeom Chin, Marcin Karczewski, Yong-Su Kim
Non-destructive heralded entanglement with photons is a valuable resource for quantum information processing. However, they generally entail ancillary particles and modes that amplify the circuit intricacy. To address this challenge, a recent work [16] introduced a graph approach for creating multipartite entanglements with boson subtractions. Nonetheless, it remains an essential intermediate step toward practical heralded schemes: the proposition of heralded subtraction operators in bosonic linear quantum networks. This research establishes comprehensive translation rules from subtraction operators to linear optical operators, which provides a seamless path to design heralded schemes with single photons. Our method begets enhanced or previously unreported schemes for the $N$-partite GHZ state with $2N$ photons, $N$-partite W state with $2N+1$ photons and superposition of $N=3$ GHZ and W states with 9 photons. Our streamlined approach can straightforwardly design heralded schemes for multipartite entangled states by assembling the operators according to the guidence of sculpting bigraphs, hence significantly simplifies the quantum circuit design process.
与光子的非破坏性预示纠缠是量子信息处理的宝贵资源。然而,它们通常需要辅助粒子和模式,从而放大了电路的复杂性。为了应对这一挑战,最近的一项研究[16]引入了一种用玻色子减法创建多方纠缠的图方法。尽管如此,它仍然是迈向实用预示方案的重要中间步骤:玻色子线性量子网络中预示减法算子的命题。这项研究建立了从减法算子到线性光学算子的全面转换规则,为设计单光子预示方案提供了一条无缝路径。我们的方法为具有 2N$ 光子的 N$ 部分 GHZ 状态、具有 2N+1$ 光子的 N$ 部分 W 状态以及具有 9 个光子的 N=3$ GHZ 和 W 状态的叠加产生了增强的或以前未报道过的方案。我们的简化方法可以根据雕刻大图的指导组装算子,直接设计多方纠缠态的预示方案,从而大大简化了量子电路的设计过程。
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引用次数: 0
Fiat-Shamir for Proofs Lacks a Proof Even in the Presence of Shared Entanglement 即使存在共享纠缠,证明的菲亚特-沙米尔也缺乏证明
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-12-17 DOI: 10.22331/q-2024-12-17-1568
Frédéric Dupuis, Philippe Lamontagne, Louis Salvail
We explore the cryptographic power of arbitrary shared physical resources. The most general such resource is access to a fresh entangled quantum state at the outset of each protocol execution. We call this the $textit{Common Reference Quantum State (CRQS)}$ model, in analogy to the well-known $textit{Common Reference String (CRS)}$. The CRQS model is a natural generalization of the CRS model but appears to be more powerful: in the two-party setting, a CRQS can sometimes exhibit properties associated with a Random Oracle queried once by measuring a maximally entangled state in one of many mutually unbiased bases. We formalize this notion as a $textit{Weak One-Time Random Oracle (WOTRO)}$, where we only ask of the $m$-bit output to have some randomness when conditioned on the $n$-bit input.
We show that when $n-minomega(lg n)$, any protocol for WOTRO in the CRQS model can be attacked by an (inefficient) adversary. Moreover, our adversary is efficiently simulatable, which rules out the possibility of proving the computational security of a scheme by a fully black-box reduction to a cryptographic game assumption. On the other hand, we introduce a non-game quantum assumption for hash functions that implies WOTRO in the CRQS model (where the CRQS consists only of EPR pairs). We first build a statistically secure WOTRO protocol where $m=n$, then hash the output.
The impossibility of WOTRO has the following consequences. First, we show the fully-black-box impossibility of a $quantum$ Fiat-Shamir transform, extending the impossibility result of Bitansky et al. (TCC 2013) to the CRQS model. Second, we show a fully-black-box impossibility result for a strenghtened version of quantum lightning (Zhandry, Eurocrypt 2019) where quantum bolts have an additional parameter that cannot be changed without generating new bolts. Our results also apply to $2$-message protocols in the plain model.
我们探索了任意共享物理资源的加密能力。最常用的资源是在每个协议执行开始时访问一个新的纠缠量子态。我们称之为$textit{Common Reference Quantum State (CRQS)}$模型,类似于众所周知的$textit{Common Reference String (CRS)}$模型。CRQS模型是CRS模型的自然泛化,但似乎更强大:在双方设置中,CRQS有时可以通过测量许多相互无偏的基中的一个的最大纠缠状态来显示与一次查询的随机Oracle相关的属性。我们将这个概念形式化为$textit{Weak One-Time Random Oracle (WOTRO)}$,其中我们只要求$m$位输出在$n$位输入的条件下具有一些随机性。我们表明,当$n-minomega(lg n)$时,CRQS模型中用于WOTRO的任何协议都可能被(低效的)对手攻击。此外,我们的对手是可有效模拟的,这排除了通过对加密游戏假设的完全黑盒还原来证明方案的计算安全性的可能性。另一方面,我们为哈希函数引入了一个非博弈量子假设,这意味着CRQS模型中的WOTRO(其中CRQS仅由EPR对组成)。我们首先构建一个统计安全的WOTRO协议,其中$m=n$,然后对输出进行散列。WOTRO的不可能性有以下后果。首先,我们展示了$quantum$菲亚特-沙米尔变换的全黑盒不可能性,将Bitansky等人(TCC 2013)的不可能性结果推广到CRQS模型。其次,我们展示了一个强化版量子闪电的完全黑盒不可能结果(Zhandry, Eurocrypt 2019),其中量子闪电有一个额外的参数,在不产生新闪电的情况下无法改变。我们的结果也适用于普通模型中的$2$ -消息协议。
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引用次数: 0
Quantum simulation of time-dependent Hamiltonians via commutator-free quasi-Magnus operators 通过无换元准马格努斯算子对依赖时间的哈密顿量子模拟
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-12-17 DOI: 10.22331/q-2024-12-17-1567
Pablo Antonio Moreno Casares, Modjtaba Shokrian Zini, Juan Miguel Arrazola
Hamiltonian simulation is arguably the most fundamental application of quantum computers. The Magnus operator is a popular method for time-dependent Hamiltonian simulation in computational mathematics, yet its usage requires the implementation of exponentials of commutators, which has previously made it unappealing for quantum computing. The development of commutator-free quasi-Magnus operators (CFQMs) circumvents this obstacle, at the expense of a lack of provable global numeric error bounds. In this work, we establish one such error bound for CFQM-based time-dependent quantum Hamiltonian simulation by carefully estimating the error of each step involved in their definition. This allows us to compare its cost with the alternatives, and show that CFQMs are often the most efficient product-formula technique available by more than an order of magnitude. As a result, we find that CFQMs may be particularly useful to simulate time-dependent Hamiltonians on early fault-tolerant quantum computers.
哈密顿模拟可以说是量子计算机最基本的应用。马格努斯算子是计算数学中一种常用的时变哈密顿模拟方法,但它的使用需要实现换元的指数,这使得它在量子计算中并不受欢迎。无换算器准马格努斯算子(CFQM)的开发规避了这一障碍,但其代价是缺乏可证明的全局数值误差边界。在这项工作中,我们通过仔细估算定义 CFQM 所涉及的每个步骤的误差,为基于 CFQM 的时变量子哈密顿模拟建立了这样一个误差边界。这样,我们就能将其成本与其他方法进行比较,并证明 CFQM 通常是最有效的乘积公式技术,其效率超过一个数量级。因此,我们发现 CFQM 对于在早期容错量子计算机上模拟与时间相关的哈密尔顿因子可能特别有用。
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引用次数: 0
Quantum Kernel Machine Learning With Continuous Variables 使用连续变量的量子核机器学习
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-12-17 DOI: 10.22331/q-2024-12-17-1570
Laura J. Henderson, Rishi Goel, Sally Shrapnel
The popular qubit framework has dominated recent work on quantum kernel machine learning, with results characterising expressivity, learnability and generalisation. As yet, there is no comparative framework to understand these concepts for continuous variable (CV) quantum computing platforms. In this paper we represent CV quantum kernels as closed form functions and use this representation to provide several important theoretical insights. We derive a general closed form solution for all CV quantum kernels and show every such kernel can be expressed as the product of a Gaussian and an algebraic function of the parameters of the feature map. Furthermore, in the multi-mode case, we present quantification of a quantum-classical separation for all quantum kernels via a hierarchical notion of the “stellar rank" of the quantum kernel feature map. We then prove kernels defined by feature maps of infinite stellar rank, such as GKP-state encodings, can be approximated arbitrarily well by kernels defined by feature maps of finite stellar rank. Finally, we simulate learning with a single-mode displaced Fock state encoding and show that (i) accuracy on our specific task (an annular data set) increases with stellar rank, (ii) for underfit models, accuracy can be improved by increasing a bandwidth hyperparameter, and (iii) for noisy data that is overfit, decreasing the bandwidth will improve generalisation but does so at the cost of effective stellar rank.
流行的量子比特框架主导了最近关于量子内核机器学习的工作,其结果具有表达性,可学习性和泛化性。到目前为止,还没有比较的框架来理解连续变量(CV)量子计算平台的这些概念。在本文中,我们将CV量子核表示为封闭形式函数,并使用这种表示提供了几个重要的理论见解。我们推导了所有CV量子核的一般闭形式解,并证明了每个这样的核都可以表示为特征映射参数的高斯函数和代数函数的乘积。此外,在多模式情况下,我们通过量子核特征映射的“恒星等级”的分层概念,提出了所有量子核的量子经典分离的量化。然后,我们证明了由无限星阶特征映射定义的核,如gkp状态编码,可以被有限星阶特征映射定义的核任意地逼近。最后,我们用单模位移Fock状态编码模拟学习,并表明(i)我们的特定任务(环形数据集)的精度随着恒星秩的增加而增加,(ii)对于不拟合模型,可以通过增加带宽超参数来提高精度,以及(iii)对于过拟合的噪声数据,减少带宽将提高泛化,但这样做是以有效恒星秩为代价的。
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引用次数: 0
No-Regret Learning and Equilibrium Computation in Quantum Games 量子博弈中的无悔学习与平衡计算
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-12-17 DOI: 10.22331/q-2024-12-17-1569
Wayne Lin, Georgios Piliouras, Ryann Sim, Antonios Varvitsiotis
As quantum processors advance, the emergence of large-scale decentralized systems involving interacting quantum-enabled agents is on the horizon. Recent research efforts have explored quantum versions of Nash and correlated equilibria as solution concepts of strategic quantum interactions, but these approaches did not directly connect to decentralized adaptive setups where agents possess limited information. This paper delves into the dynamics of quantum-enabled agents within decentralized systems that employ no-regret algorithms to update their behaviors over time. Specifically, we investigate two-player quantum zero-sum games and polymatrix quantum zero-sum games, showing that no-regret algorithms converge to separable quantum Nash equilibria in time-average. In the case of general multi-player quantum games, our work leads to a novel solution concept, that of the separable quantum coarse correlated equilibria (QCCE), as the convergent outcome of the time-averaged behavior no-regret algorithms, offering a natural solution concept for decentralized quantum systems. Finally, we show that computing QCCEs can be formulated as a semidefinite program and establish the existence of entangled (i.e., non-separable) QCCEs, which are unlearnable via the current paradigm of no-regret learning.
随着量子处理器的发展,涉及相互作用的量子代理的大规模分散系统即将出现。最近的研究努力已经探索了纳什和相关均衡的量子版本,作为战略量子相互作用的解决方案概念,但这些方法并没有直接连接到分散的自适应设置,其中代理拥有有限的信息。本文深入研究了分布式系统中量子代理的动态,这些系统采用无后悔算法随时间更新其行为。具体来说,我们研究了二人量子零和博弈和多矩阵量子零和博弈,证明了无后悔算法在时间平均上收敛于可分离量子纳什均衡。在一般的多人量子博弈中,我们的工作导致了一个新的解决概念,即可分离量子粗相关均衡(QCCE),作为时间平均行为无后悔算法的收敛结果,为分散量子系统提供了一个自然的解决概念。最后,我们证明了计算qcce可以被表述为半确定程序,并建立了纠缠(即不可分)qcce的存在性,这些qcce通过当前的无悔学习范式是不可学习的。
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引用次数: 0
Negative Wigner function by decaying interaction from equilibrium 通过从平衡状态开始的相互作用衰减产生负维格纳函数
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-12-17 DOI: 10.22331/q-2024-12-17-1566
Michal Kolář, Radim Filip
Bosonic systems with negative Wigner function superposition states are fundamentally witnessing nonlinear quantum dynamics beyond linearized systems and, recently, have become essential resources of quantum technology with many applications. Typically, they appear due to sophisticated combination of external drives, nonlinear control, measurements or strong nonlinear dissipation of subsystems to an environment. Here, we propose a conceptually different and more autonomous way to obtain such states, avoiding these ingredients, using purely sudden interaction decay in the paradigmatic interacting qubit-oscillator system weakly coupled to bath at thermal equilibrium in a low-temperature limit. We demonstrate simultaneously detectable unconditional negative Wigner function and quantum coherence and their qualitative enhancement employing more qubits.
具有负维格纳函数叠加态的玻色子系统是超越线性化系统的非线性量子动力学系统,近年来已成为量子技术的重要资源。通常,它们是由于外部驱动、非线性控制、测量或子系统对环境的强非线性耗散的复杂组合而出现的。在这里,我们提出了一种概念上不同的、更自主的方法来获得这些状态,避免了这些成分,在低温极限热平衡弱耦合的典型相互作用量子比特-振荡器系统中使用纯粹的突然相互作用衰变。我们证明了同时可检测的无条件负维格纳函数和量子相干性及其使用更多量子比特的定性增强。
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引用次数: 0
A healthier semi-classical dynamics 更健康的半经典动力学
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-12-16 DOI: 10.22331/q-2024-12-16-1565
Isaac Layton, Jonathan Oppenheim, Zachary Weller-Davies
We study the back-reaction of quantum systems onto classical ones. Taking the starting point that semi-classical physics should be described at all times by a point in classical phase space and a quantum state in Hilbert space, we consider an unravelling approach, describing the system in terms of a classical-quantum trajectory. We derive the general form of the dynamics under the assumptions that the classical trajectories are continuous and the evolution is autonomous, and the requirement that the dynamics is linear and completely positive in the combined classical-quantum state. This requirement is necessary in order to consistently describe probabilities, and forces the dynamics to be stochastic when the back-reaction is non-zero. The resulting equations of motion are natural generalisations of the standard semi-classical equations of motion, but since the resulting dynamics is linear in the combined classical-quantum state, it does not lead to the pathologies which usually follow from evolution laws based on expectation values. In particular, the evolution laws we present account for correlations between the classical and quantum system, which resolves issues associated with other semi-classical approaches. In addition, despite a breakdown of predictability in the classical degrees of freedom, the quantum state evolves deterministically conditioned on the classical trajectory, provided a trade-off between decoherence and diffusion is saturated. As a result, the quantum state remains pure when conditioned on the classical trajectory. To illustrate these points, we numerically simulate a number of semi-classical toy models, including one of vacuum fluctuations as a source driving the expansion of the universe. Finally, we discuss the application of these results to semi-classical gravity, and the black-hole information problem.
我们研究了量子系统对经典系统的反作用。以半经典物理在任何时候都应该由经典相空间中的一个点和希尔伯特空间中的一个量子态来描述为出发点,我们考虑了一种展开方法,用经典量子轨迹来描述系统。在经典轨迹连续、演化自主的前提下,在经典-量子态结合的条件下,导出了动力学的一般形式。这个要求是必要的,以便一致地描述概率,并迫使动力学是随机的,当反作用力是非零的。由此产生的运动方程是标准半经典运动方程的自然推广,但由于由此产生的动力学在经典-量子态的组合中是线性的,因此它不会导致通常基于期望值的进化定律所遵循的病态。特别是,我们提出的进化定律解释了经典和量子系统之间的相关性,这解决了与其他半经典方法相关的问题。此外,尽管经典自由度的可预测性被打破,量子态在经典轨迹上的演化是确定性的,前提是退相干和扩散之间的权衡是饱和的。因此,当以经典轨迹为条件时,量子态保持纯态。为了说明这些观点,我们数值模拟了一些半经典的玩具模型,包括真空波动作为驱动宇宙膨胀的来源之一。最后,我们讨论了这些结果在半经典引力和黑洞信息问题中的应用。
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引用次数: 0
Quantum Circuits for partial differential equations via Schrödingerisation 偏微分方程的量子电路通过Schrödingerisation
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-12-12 DOI: 10.22331/q-2024-12-12-1563
Junpeng Hu, Shi Jin, Nana Liu, Lei Zhang
Quantum computing has emerged as a promising avenue for achieving significant speedup, particularly in large-scale PDE simulations, compared to classical computing. One of the main quantum approaches involves utilizing Hamiltonian simulation, which is directly applicable only to Schrödinger-type equations. To address this limitation, Schrödingerisation techniques have been developed, employing the warped transformation to convert general linear PDEs into Schrödinger-type equations. However, despite the development of Schrödingerisation techniques, the explicit implementation of the corresponding quantum circuit for solving general PDEs remains to be designed. In this paper, we present detailed implementation of a quantum algorithm for general PDEs using Schrödingerisation techniques. We provide examples of the heat equation, and the advection equation approximated by the upwind scheme, to demonstrate the effectiveness of our approach. Complexity analysis is also carried out to demonstrate the quantum advantages of these algorithms in high dimensions over their classical counterparts.
与经典计算相比,量子计算已经成为实现显着加速的有前途的途径,特别是在大规模PDE模拟中。主要的量子方法之一涉及利用哈密顿模拟,这只直接适用于Schrödinger-type方程。为了解决这一限制,Schrödingerisation技术已经开发出来,使用扭曲变换将一般线性偏微分方程转换为Schrödinger-type方程。然而,尽管Schrödingerisation技术的发展,解决一般偏微分方程的相应量子电路的显式实现仍有待设计。在本文中,我们提出了使用Schrödingerisation技术的通用pde量子算法的详细实现。我们提供了热方程的例子,以及迎风格式近似的平流方程,以证明我们的方法的有效性。复杂性分析也证明了这些算法在高维上优于经典算法的量子优势。
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引用次数: 0
Quantum Energy Teleportation versus Information Teleportation 量子能量隐形传态与信息隐形传态
IF 6.4 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-12-12 DOI: 10.22331/q-2024-12-12-1564
Jinzhao Wang, Shunyu Yao
Quantum energy teleportation (QET) is the phenomenon in which locally inaccessible energy is activated as extractable work through collaborative local operations and classical communication (LOCC) with an entangled partner. It closely resembles the more well-known quantum information teleportation (QIT) where quantum information can be sent through an entangled pair with LOCC. It is tempting to ask how QET is related to QIT. Here we report a first study of this connection. Despite the apparent similarity, we show that these two phenomena are not only distinct but moreover are mutually competitive. We show a perturbative trade-off relation between their performance in a thermal entangled chaotic many-body system, in which both QET and QIT are simultaneously implemented through a traversable wormhole in an emergent spacetime. Motivated by this example, we study a generic setup of two entangled qudits and prove a universal non-perturbative trade-off bound. It shows that for any teleportation protocol, the overall performance of QET and QIT together is constrained by the entanglement resource. We discuss some explanations of our results.
量子能量隐形传态(QET)是一种将局部不可访问的能量通过协同局部操作和与纠缠伙伴的经典通信(LOCC)激活为可提取工作的现象。它非常类似于更著名的量子信息隐形传态(QIT),量子信息可以通过带有LOCC的纠缠对发送。人们很容易问QET与QIT有什么关系。在这里,我们报告了这一联系的第一项研究。尽管表面上相似,但我们表明这两种现象不仅是不同的,而且是相互竞争的。我们展示了它们在热纠缠混沌多体系统中的性能之间的微扰权衡关系,其中QET和QIT通过紧急时空中的可穿越虫洞同时实现。在这个例子的激励下,我们研究了两个纠缠量子的一般设置,并证明了一个普遍的非摄动权衡界。研究表明,对于任何一种隐形传态协议,QET和QIT的整体性能都受到纠缠资源的约束。我们讨论了对结果的一些解释。
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引用次数: 0
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