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Benchmarking the emulation of measurement-based quantum computing through the Max K-Cut algorithm 通过Max K-Cut算法对基于测量的量子计算仿真进行基准测试
IF 2.2 3区 物理与天体物理 Q1 PHYSICS, MATHEMATICAL Pub Date : 2025-12-11 DOI: 10.1007/s11128-025-05011-1
Sebastiano Corli, Daniele Dragoni, Massimiliano Proietti, Massimiliano Dispenza, Carlo Cavazzoni, Enrico Prati

The measurement-based quantum computing paradigm relies on entangling the qubits of a register into a graph state and on measuring subsets of such register in order to condition the unmeasured qubits. The computation therefore, instead of being carried on only by one-qubit and two-qubits logic gates, is largely based on entanglement and measurement processes. Compared to the gate model architecture, in MBQC the overhead in terms of computation resources to synthesize logical qubits is higher. While gate model relies on a register of logical qubits whose number is set at the beginning of the computation and remains constant during the computation, in the MBQC the input qubits outnumber the output ones, due to the destructive nature of measurement processes. Still, we analytically prove and experimentally confirm that MBQC can be efficiently emulated on a classical software, reaching equal loads with respect to the gate-based approach in terms of average runtime and storage of memory. The numerical results confirm that despite the potential computational overhead due to the high entanglement of the initial graph state, the MBQC paradigm carries similar computational complexity, both in terms of time and memory, with respect to the gate-based approach.

基于测量的量子计算范式依赖于将寄存器的量子位纠缠到图形状态,并测量该寄存器的子集,以调节未测量的量子位。因此,计算不是仅由一个量子位和两个量子位的逻辑门进行,而是主要基于纠缠和测量过程。与门模型体系结构相比,MBQC中合成逻辑量子位的计算资源开销更高。虽然门模型依赖于逻辑量子位的寄存器,其数量在计算开始时设置并在计算过程中保持不变,但在MBQC中,由于测量过程的破坏性,输入量子位的数量超过输出量子位的数量。尽管如此,我们分析证明和实验证实MBQC可以在经典软件上有效地模拟,在平均运行时间和内存存储方面达到与基于门的方法相同的负载。数值结果证实,尽管由于初始图状态的高纠缠而导致潜在的计算开销,但MBQC范式在时间和内存方面都具有与基于门的方法相似的计算复杂性。
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引用次数: 0
Dynamic investigations in a quantum mixed duopoly game with quadratic costs 代价为二次元的量子混合双寡头博弈的动态研究
IF 2.2 3区 物理与天体物理 Q1 PHYSICS, MATHEMATICAL Pub Date : 2025-12-11 DOI: 10.1007/s11128-025-05014-y
Longfei Wei, Shouli Wang, Jing Wang

Based on the Li–Du–Massar quantization scheme, this paper constructs a quantum mixed duopoly game model with quadratic costs, involving one state-owned enterprise aiming to optimize domestic social surplus and one private enterprise focused on maximizing its own profit. Considering the bounded rational expectations of the state-owned enterprise and the naïve expectations of the private enterprise, the nonlinear dynamic behavior of the system is investigated. The existence and stability of the quantum Nash equilibrium are analyzed. Complex dynamical behaviors are comprehensively examined using bifurcation diagrams, the maximum Lyapunov exponents, strange attractors, and sensitive dependence on initial conditions, confirming the emergence of chaos via period-doubling bifurcations. Furthermore, an effective method is proposed to control and restore the system from chaos back to a stable state.

基于Li-Du-Massar量化方案,构建了一个成本为二次元的量子混合双寡头博弈模型,其中一家国有企业以国内社会剩余优化为目标,另一家民营企业以自身利润最大化为目标。考虑国有企业的有限理性期望和民营企业的naïve期望,研究了系统的非线性动态行为。分析了量子纳什平衡的存在性和稳定性。利用分岔图、最大Lyapunov指数、奇异吸引子和对初始条件的敏感依赖,全面研究了复杂的动力学行为,证实了通过倍周期分岔混沌的出现。在此基础上,提出了一种控制系统从混沌状态恢复到稳定状态的有效方法。
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引用次数: 0
Dynamics of quantum steering in correlated noise channels 相关噪声信道中的量子转向动力学
IF 2.2 3区 物理与天体物理 Q1 PHYSICS, MATHEMATICAL Pub Date : 2025-12-06 DOI: 10.1007/s11128-025-05013-z
Ming-Ming Du, Hong-Wei Li, Shu-Ting Shen, Xiao-Jing Yan, Xi-Yun Li, Lan Zhou, Wei Zhong, Yu-Bo Sheng

In this paper, we explore the effects of correlated amplitude damping noise and depolarizing noise for quantum steering. We find that adjusting the channel’s correlated parameters can enhance the resilience of quantum steering against decoherence, thereby maintaining the non-local characteristics of quantum systems under noisy conditions. This investigation provides valuable insights for the advancement of quantum communication and information processing technologies, presenting new strategies and theoretical underpinnings for the development of noise-resilient quantum information protocols.

本文探讨了相关振幅阻尼噪声和去极化噪声对量子转向的影响。我们发现,调整信道的相关参数可以增强量子转向对退相干的弹性,从而在噪声条件下保持量子系统的非局部特性。本研究为量子通信和信息处理技术的发展提供了有价值的见解,为开发抗噪声量子信息协议提供了新的策略和理论基础。
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引用次数: 0
Classical and quantum Merlin–Arthur automata 经典和量子梅林-亚瑟自动机
IF 2.2 3区 物理与天体物理 Q1 PHYSICS, MATHEMATICAL Pub Date : 2025-12-05 DOI: 10.1007/s11128-025-05005-z
Abuzer Yakaryılmaz

We introduce Merlin–Arthur (MA) automata where Merlin provides a certificate at the beginning of computation and it is scanned by Arthur before reading the input. We define Merlin–Arthur deterministic, probabilistic, and quantum finite state automata (resp., MA-DFAs, MA-PFAs, and MA-QFAs) and postselecting MA-PFAs and MA-QFAs (resp., MA-PostPFA and MA-PostQFA). We present several results using different certificate lengths. We show that MA-DFAs can benefit from only constant-length certificates, and they are equivalent to multi-entry DFAs. Thus, they recognize all and only regular languages, but they can be exponential and polynomial state-efficient over binary and unary languages, respectively. With sublinear-length certificates, MA-PFAs can recognize several nonstochastic unary languages with cutpoint 1/2. With linear-length certificates, MA-PostPFAs can recognize these nonstochastic unary languages with bounded error. With arbitrarily long certificates, bounded-error MA-PostPFAs can verify every unary decidable language. With sublinear-length certificates, bounded-error MA-PostQFAs can verify several nonstochastic unary languages. With linear-length certificates, they can verify every unary language and some NP-complete binary languages. With exponential-length certificates, they can verify every binary language.

我们引入Merlin - Arthur (MA)自动机,其中Merlin在计算开始时提供证书,Arthur在读取输入之前对其进行扫描。我们定义了梅林-亚瑟确定性、概率和量子有限状态自动机。, ma - dfa, MA-PFAs和MA-QFAs)和后选择MA-PFAs和MA-QFAs(分别为:, MA-PostQFA和MA-PostQFA)。我们使用不同的证书长度给出了几个结果。我们证明了ma - dfa只能从定长证书中受益,并且它们相当于多条目dfa。因此,它们只能识别所有的规则语言,但它们可以分别对二进制和一元语言具有指数级和多项式级的状态效率。使用亚线性长度证书,MA-PFAs可以识别具有截断点1/2的几种非随机一元语言。利用线性长度证书,ma - postfas可以识别这些具有有限误差的非随机一元语言。对于任意长的证书,有界错误ma - postfa可以验证每一种单一的可确定语言。使用亚线性长度证书,有界错误ma - postqfa可以验证多种非随机一元语言。使用线性长度的证书,他们可以验证所有一元语言和一些np完全二进制语言。使用指数长度证书,他们可以验证每种二进制语言。
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引用次数: 0
Single-qudit quantum neural networks for multiclass classification 多类分类的单量子神经网络
IF 2.2 3区 物理与天体物理 Q1 PHYSICS, MATHEMATICAL Pub Date : 2025-12-05 DOI: 10.1007/s11128-025-04998-x
Leandro C. Souza, Renato Portugal

This paper proposes a single-qudit quantum neural network for multiclass classification by using the enhanced representational capacity of high-dimensional qudit states. Our design employs a d-dimensional unitary operator, where d corresponds to the number of classes, constructed using the Cayley transform of a skew-symmetric matrix, to encode and process class information compactly. This architecture enables a direct mapping between class labels and quantum measurement outcomes, reducing circuit depth and computational overhead. To optimize network parameters, we introduce a hybrid training approach that combines an extended activation function, derived from a truncated multivariable Taylor series expansion, with support vector machine optimization for weight determination. We evaluate our model on the MNIST and EMNIST datasets, demonstrating competitive accuracy while maintaining a compact single-qudit quantum circuit. Our findings highlight the potential of qudit-based QNNs as scalable alternatives to classical deep learning models, particularly for multiclass classification. However, practical implementation remains constrained by current quantum hardware limitations. This research advances quantum machine learning by demonstrating the feasibility of higher-dimensional quantum systems for resource-efficient learning tasks.

利用增强的高维量子态表征能力,提出了一种用于多类分类的单量子神经网络。我们的设计采用d维酉算子,其中d对应于类的数量,使用斜对称矩阵的Cayley变换构造,以紧凑地编码和处理类信息。该架构支持类标签和量子测量结果之间的直接映射,从而减少了电路深度和计算开销。为了优化网络参数,我们引入了一种混合训练方法,该方法结合了从截断的多变量泰勒级数展开导出的扩展激活函数和用于确定权重的支持向量机优化。我们在MNIST和EMNIST数据集上评估了我们的模型,在保持紧凑的单量子位量子电路的同时展示了具有竞争力的准确性。我们的研究结果强调了基于量子点的qnn作为经典深度学习模型的可扩展替代品的潜力,特别是在多类分类方面。然而,实际实现仍然受到当前量子硬件限制的制约。本研究通过展示高维量子系统用于资源高效学习任务的可行性,推进了量子机器学习。
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引用次数: 0
Entanglement distillation in terms of Schmidt rank and matrix rank 用施密特秩和矩阵秩表示纠缠蒸馏
IF 2.2 3区 物理与天体物理 Q1 PHYSICS, MATHEMATICAL Pub Date : 2025-12-04 DOI: 10.1007/s11128-025-04986-1
Tianyi Ding, Lin Chen, Liang Sun, Mengfan Liang

Entanglement distillation is a key task in quantum-information processing. In this paper, we distill non-positive-partial-transpose (NPT) bipartite states of some given Schmidt rank and matrix rank. We show that all bipartite states of Schmidt rank two are locally equivalent to classical-classical states, and all bipartite states of Schmidt rank three are 1-undistillable. Subsequently, we show that low-rank B-irreducible NPT states are distillable for large-rank reduced density operators by proving low-rank B-irreducible NPT state whose range contains a product vector is distillable. Eventually, we present an equivalent condition to distill (Mtimes N) bipartite states of rank (max {M,N}+1).

纠缠蒸馏是量子信息处理中的一个关键问题。本文研究了给定施密特秩和矩阵秩的非正偏转置二部态。我们证明了Schmidt秩2的所有二部态都是局部等价于经典-经典态,并且Schmidt秩3的所有二部态都是1-不可蒸馏的。随后,通过证明其值域包含积向量的低秩b -不可约NPT态是可蒸馏的,证明了对于大秩约密度算子,低秩b -不可约NPT态是可蒸馏的。最后,我们给出了一个等价条件来提取秩(max {M,N}+1)的(Mtimes N)二部态。
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引用次数: 0
Entropic analysis of non-separability in noisy Dicke states 噪声Dicke态不可分性的熵分析
IF 2.2 3区 物理与天体物理 Q1 PHYSICS, MATHEMATICAL Pub Date : 2025-12-02 DOI: 10.1007/s11128-025-04994-1
Mohamed Nawareg

Characterizing quantum entanglement in mixed states is a longstanding challenge. Among the various methods available, conditional entropies serve as a powerful tool. Notably, the AR q-conditional entropy introduced by Abe and Rajagopal in 2002 has demonstrated significant promise as it often surpasses other entropy-based criteria. The wide-ranging applications of conditional entropy in quantum information underscore the importance of studying and analyzing it for a deeper understanding of quantum correlations and their implications. In this paper, we investigate the non-separability of noisy Dicke states using the AR approach of conditional entropy. Our findings reveal that the entropic criterion is equally effective as the PPT criterion in identifying non-separability across a large subset of N-partite noisy Dicke states with even N and excitation number (k = N/2). Additionally, for systems with (N > 30) and (k=1), the separability thresholds derived from both criteria converge within (10^{-8}), highlighting their strong agreement in this parameter range. Furthermore, we established a condition based on AR q-conditional entropy for identifying genuine multipartite entanglement (GME) in noisy Dicke states and compared its effectiveness to previous methods. Notably, our condition identifies a broader range of GME, particularly when the number of excitations approaches half the number of qubits (i.e., N/2). In contrast, previous methods perform better when the number of excitations is significantly less than N/2. We believe these results will pave the way for further advancements in entanglement theory and the development of potential quantum-based applications for conditional entropy.

描述混合态的量子纠缠是一个长期的挑战。在各种可用的方法中,条件熵是一种强大的工具。值得注意的是,Abe和Rajagopal在2002年引入的AR q条件熵显示出了巨大的希望,因为它经常超过其他基于熵的标准。条件熵在量子信息中的广泛应用强调了研究和分析它对于更深入地理解量子相关性及其含义的重要性。本文利用条件熵的AR方法研究了噪声Dicke态的不可分性。我们的研究结果表明,熵准则与PPT准则在识别具有偶数N和激励数(k = N/2)的N-部噪声Dicke状态的大子集中的不可分性方面同样有效。此外,对于具有(N > 30)和(k=1)的系统,从两个标准导出的可分离性阈值在(10^{-8})内收敛,突出了它们在该参数范围内的强一致性。此外,我们建立了一个基于AR q条件熵的条件,用于识别噪声Dicke状态下的真多部纠缠(GME),并将其与先前方法的有效性进行了比较。值得注意的是,我们的条件确定了更广泛的GME范围,特别是当激发数量接近量子比特数量的一半(即N/2)时。相比之下,以前的方法在激励次数明显小于N/2时表现更好。我们相信这些结果将为纠缠理论的进一步发展和条件熵的潜在量子应用的发展铺平道路。
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引用次数: 0
Authenticable dynamic quantum secret sharing with hierarchical access structure 具有分层访问结构的可认证动态量子秘密共享
IF 2.2 3区 物理与天体物理 Q1 PHYSICS, MATHEMATICAL Pub Date : 2025-12-01 DOI: 10.1007/s11128-025-05001-3
Nancy Mittal, Deepa Rathi, Sanjeev Kumar

This work introduces a dynamic hierarchical quantum secret sharing scheme that utilizes the quantum Fourier transform and the generalized Hadamard gate. In this scheme, the distributor transmits both the secrets, quantum and classical information simultaneously to the participants. The authenticity of the participants is ensured by employing the generalized Bell state. The access structure is flexible and can be modified, allowing the number of participants to increase or decrease, whenever the shared classical secret is updated, without requiring any changes to each of the individual hierarchical secrets held by participants. We examine two scenarios concerning the addition of participants: the first involves incorporating a new participant into an existing level, while the second involves introducing an entirely new level within the hierarchical structure. Additionally, the security analysis demonstrates that the proposed protocol is resilient to intercept-and-resend, collusion, entangle-and-measure, forgery, and denial attacks.

本文介绍了一种利用量子傅立叶变换和广义哈达玛门的动态分层量子秘密共享方案。在该方案中,分发者将秘密信息、量子信息和经典信息同时发送给参与者。采用广义贝尔状态保证了参与者的真实性。访问结构是灵活的,可以修改,允许参与者的数量增加或减少,无论何时更新共享的经典秘密,而不需要对参与者持有的每个单独的分层秘密进行任何更改。我们研究了关于添加参与者的两种场景:第一种涉及将新参与者合并到现有级别中,而第二种涉及在分层结构中引入一个全新的级别。此外,安全性分析表明,所提出的协议对拦截和重发、串通、纠缠和测量、伪造和拒绝攻击具有弹性。
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引用次数: 0
Quantum-state texture for accelerated atoms interacting with a massive scalar field 与大量标量场相互作用的加速原子的量子态织构
IF 2.2 3区 物理与天体物理 Q1 PHYSICS, MATHEMATICAL Pub Date : 2025-12-01 DOI: 10.1007/s11128-025-05010-2
Zhiming Huang, Lianghui Zhao, Yiyong Ye, Jinyi Wang, Zhenbang Rong, Xiaokui Sheng

We investigate the dynamics of quantum-state texture (QST) for two uniformly accelerated atoms interacting with a quantized massive scalar field. Our analysis reveals that the system’s evolution arises from a complex competition between local decoherence caused by vacuum fluctuations and a collective, environment-mediated evolution that drives the system to a steady state. This interplay is identified as the physical origin of the notable dip-and-recover phenomenon observed in the QST for certain initial states. The results demonstrate that in the long time limit, the atoms evolve toward a thermal state at the Unruh temperature. We further show how physical parameters regulate this competition: Increasing interatomic separation and field mass can partially protect QST by weakening the collective recovery effect or universally slowing all dissipative processes, respectively. Conversely, higher acceleration enhances the collective thermalization, leading to a faster evolution toward a steady QST value. These insights are significant for understanding and controlling quantum resources in relativistic open quantum systems.

我们研究了两个均匀加速原子与量子化大质量标量场相互作用的量子态织构(QST)动力学。我们的分析表明,系统的进化源于真空波动引起的局部退相干和驱动系统达到稳态的集体环境介导的进化之间的复杂竞争。这种相互作用被确定为在某些初始状态的QST中观察到的显著的下降和恢复现象的物理起源。结果表明,在长时间限制下,原子在Unruh温度下向热态演化。我们进一步展示了物理参数如何调节这种竞争:增加原子间分离和场质量可以通过削弱集体恢复效应或普遍减缓所有耗散过程来部分保护QST。相反,更高的加速度增强了集体热化,导致更快地向稳定的QST值演化。这些见解对于理解和控制相对论开放量子系统中的量子资源具有重要意义。
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引用次数: 0
Saturable nonlinearity-induced quantum correlations in optomechanics 光力学中可饱和非线性诱导的量子相关
IF 2.2 3区 物理与天体物理 Q1 PHYSICS, MATHEMATICAL Pub Date : 2025-12-01 DOI: 10.1007/s11128-025-05009-9
D. R. Kenigoule Massembele, E. Kongkui Berinyuy, P. Djorwé, A.-H. Abdel-Aty, M. R. Eid, R. Altuijri, S. G. Nana Engo

We propose a scheme that induces quantum correlations in optomechanical systems. Our benchmark system consists of two optically coupled optical cavities which interact with a common mechanical resonator. The optical cavities host saturable nonlinearity which triggers either gain or losses in each cavity. Without these nonlinearities, there are no quantum correlations, i.e., entanglement and steering, generated in the system. By turning on the nonlinearities, gain and losses are switched on, enabling flexible generation of both quantum entanglement and quantum steering in our proposal. These generated quantum correlations seem to be insensitive to the induced gain, while the induced losses through saturation effect efficiently enhance quantum correlations. Moreover, the robustness of the generated quantum correlations against thermal fluctuations is further improved under nonlinear saturation scenario. This work suggests a way of using nonlinear saturation effects to engineer quantum correlations even at room temperature, which are useful for quantum information processing, quantum computational tasks, and quantum technologies.

我们提出了一种在光力学系统中诱导量子相关的方案。我们的基准系统由两个光耦合光腔组成,它们与一个普通的机械谐振器相互作用。光学腔具有可饱和非线性,可触发每个腔的增益或损耗。没有这些非线性,系统中就不会产生量子相关,即纠缠和转向。通过打开非线性,增益和损失被打开,在我们的提议中实现了量子纠缠和量子转向的灵活产生。这些产生的量子相关性似乎对诱导增益不敏感,而通过饱和效应引起的诱导损耗有效地增强了量子相关性。此外,在非线性饱和情况下,所生成的量子相关性对热波动的鲁棒性进一步提高。这项工作提出了一种在室温下使用非线性饱和效应来设计量子相关性的方法,这对量子信息处理、量子计算任务和量子技术都很有用。
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引用次数: 0
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Quantum Information Processing
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