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Towards practical secure delegated quantum computing with semi-classical light 利用半经典光实现实用安全的委托量子计算
Pub Date : 2024-09-18 DOI: arxiv-2409.12103
Boris Bourdoncle, Pierre-Emmanuel Emeriau, Paul Hilaire, Shane Mansfield, Luka Music, Stephen Wein
Secure Delegated Quantum Computation (SDQC) protocols are a vital piece ofthe future quantum information processing global architecture since they allowend-users to perform their valuable computations on remote quantum serverswithout fear that a malicious quantum service provider or an eavesdropper mightacquire some information about their data or algorithm. They also allowend-users to check that their computation has been performed as they havespecified it. However, existing protocols all have drawbacks that limit their usage in thereal world. Most require the client to either operate a single-qubit source orperform single-qubit measurements, thus requiring them to still have somequantum technological capabilities albeit restricted, or require the server toperform operations which are hard to implement on real hardware (e.g isolatesingle photons from laser pulses and polarisation-preserving photon-numberquantum non-demolition measurements). Others remove the need for quantumcommunications entirely but this comes at a cost in terms of securityguarantees and memory overhead on the server's side. We present an SDQC protocol which drastically reduces the technologicalrequirements of both the client and the server while providinginformation-theoretic composable security. More precisely, the client onlymanipulates an attenuated laser pulse, while the server only handlesinteracting quantum emitters with a structure capable of generating spin-photonentanglement. The quantum emitter acts as both a converter from coherent laserpulses to polarisation-encoded qubits and an entanglement generator. Suchdevices have recently been used to demonstrate the largest entangled photonicstate to date, thus hinting at the readiness of our protocol for experimentalimplementations.
安全委托量子计算(Secure Delegated Quantum Computation,SDQC)协议是未来量子信息处理全球架构的重要组成部分,因为它允许用户在远程量子服务器上执行有价值的计算,而不必担心恶意的量子服务提供商或窃听者会获取有关其数据或算法的某些信息。它们还允许用户检查他们的计算是否按照他们指定的方式进行。然而,现有协议都有一些缺点,限制了它们在现实世界中的应用。大多数协议都要求客户端操作单量子比特源或进行单量子比特测量,这就要求客户端仍然具备一定的量子技术能力(尽管受到限制),或者要求服务器进行难以在真实硬件上实现的操作(例如从激光脉冲中分离出单光子和偏振保全光子数量子非拆卸测量)。还有一些协议完全不需要量子通信,但这需要服务器端付出安全保证和内存开销的代价。我们提出的 SDQC 协议大大降低了客户端和服务器端的技术要求,同时提供了信息论上的可组合安全性。更确切地说,客户端只需操纵一个衰减激光脉冲,而服务器只需处理具有能产生自旋-光分量纠缠结构的相互作用量子发射器。量子发射器既是相干激光脉冲到偏振编码量子比特的转换器,也是纠缠发生器。这种装置最近被用来演示迄今为止最大的纠缠光子态,从而暗示我们的协议已经准备好用于实验实施。
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引用次数: 0
Spin amplification in realistic systems 现实系统中的自旋放大
Pub Date : 2024-09-18 DOI: arxiv-2409.11956
Ivan Iakoupov, Victor M. Bastidas, Yuichiro Matsuzaki, Shiro Saito, William J. Munro
Spin amplification is the process that ideally increases the number ofexcited spins if there was one excited spin to begin with. Using optimalcontrol techniques to find classical drive pulse shapes, we show that spinamplification can be done in the previously unexplored regime withamplification times comparable to the timescale set by the interaction terms inthe Hamiltonian. This is an order of magnitude faster than the previousprotocols and makes spin amplification possible even with significantdecoherence and inhomogeneity in the spin system. The initial spin excitationcan be delocalized over the entire ensemble, which is a more typical situationwhen a photon is collectively absorbed by the spins. We focus on thesuperconducting persistent-current artificial atoms as spins, but this approachcan be applied to other kinds of strongly-interacting spins, including theRydberg atoms.
自旋放大是在一开始只有一个激发自旋的情况下增加激发自旋数量的理想过程。我们利用最优控制技术来寻找经典的驱动脉冲形状,结果表明自旋放大可以在以前未曾探索过的体系中进行,放大时间与哈密顿中的相互作用项所设定的时间尺度相当。这比之前的协议快了一个数量级,即使自旋系统存在显著的不连贯和不均匀性,也能实现自旋放大。初始的自旋激发可以在整个集合中分散,这是更典型的光子被自旋集体吸收的情况。我们重点研究了作为自旋的超导持久电流人造原子,但这种方法也可应用于其他类型的强相互作用自旋,包括里德伯原子。
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引用次数: 0
The Cramér-Rao approach and global quantum estimation of bosonic states 克拉梅尔-拉奥方法和玻色态的全局量子估计
Pub Date : 2024-09-18 DOI: arxiv-2409.11842
Masahito Hayashi, Yingkai Ouyang
Quantum state estimation is a fundamental task in quantum information theory,where one estimates real parameters continuously embedded in a family ofquantum states. In the theory of quantum state estimation, the widely usedCram'er Rao approach which considers local estimation gives the ultimateprecision bound of quantum state estimation in terms of the quantum Fisherinformation. However practical scenarios need not offer much prior informationabout the parameters to be estimated, and the local estimation setting need notapply. In general, it is unclear whether the Cram'er-Rao approach isapplicable for global estimation instead of local estimation. In this paper, wefind situations where the Cram'er-Rao approach does and does not work forquantum state estimation problems involving a family of bosonic states in anon-IID setting, where we only use one copy of the bosonic quantum state in thelarge number of bosons setting. Our result highlights the importance of cautionwhen using the results of the Cram'er-Rao approach to extrapolate to theglobal estimation setting.
量子态估计是量子信息论中的一项基本任务,即对连续嵌入量子态族中的实参进行估计。在量子态估计理论中,广泛使用的克拉姆-埃尔-拉奥(Cram/'er Rao)方法考虑了局部估计,给出了量子态估计的量子费雪信息终极精度边界。然而,实际应用场景并不需要提供太多关于待估算参数的先验信息,因此局部估算设置并不适用。一般来说,Cram'er-Rao 方法是否适用于全局估计而非局部估计尚不清楚。在本文中,我们发现了克拉姆/埃尔-拉奥方法在涉及非 IID 背景下玻色态家族的量子态估计问题中适用和不适用的情况,在大量玻色子背景下,我们只使用了玻色量子态的一个副本。我们的结果凸显了在使用克拉姆/埃尔-拉奥方法的结果外推到全局估计环境时必须谨慎的重要性。
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引用次数: 0
Operator-Projected Variational Quantum Imaginary Time Evolution 算子投影变分量子虚时间演化
Pub Date : 2024-09-18 DOI: arxiv-2409.12018
Aeishah Ameera Anuar, Francois Jamet, Fabio Gironella, Fedor Simkovic IV, Riccardo Rossi
Variational Quantum Imaginary Time Evolution (VQITE) is a leading techniquefor ground state preparation on quantum computers. A significant computationalchallenge of VQITE is the determination of the quantum geometric tensor. Weshow that requiring the imaginary-time evolution to be correct only whenprojected onto a chosen set of operators allows to achieve a twofold reductionin circuit depth by bypassing fidelity estimations, and reduces measurementcomplexity from quadratic to linear in the number of parameters. We demonstrateby a simulation of the transverse-field Ising model that our algorithm achievesa several orders of magnitude improvement in the number of measurementsrequired for the same accuracy.
变分量子虚时间演化(VQITE)是在量子计算机上制备基态的领先技术。VQITE 的一个重大计算挑战是量子几何张量的确定。我们发现,要求虚时演化只有在投影到所选算子集时才是正确的,可以绕过保真度估计,实现电路深度的两倍缩减,并将测量复杂性从参数数量的二次方降低到线性。我们通过对横向场伊辛模型的仿真证明,在相同精度下,我们的算法所需的测量次数提高了几个数量级。
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引用次数: 0
A no-go theorem for sequential and retro-causal hidden-variable theories based on computational complexity 基于计算复杂性的顺序和逆因果隐变量理论的禁区定理
Pub Date : 2024-09-18 DOI: arxiv-2409.11792
Doriano Brogioli
The celebrated Bell's no-go theorem rules out the hidden-variable theoriesfalling in the hypothesis of locality and causality, by requiring the theory tomodel the quantum correlation-at-a-distance phenomena. Here I develop anindependent no-go theorem, by inspecting the ability of a theory to modelquantum emph{circuits}. If a theory is compatible with quantum mechanics, thenthe problems of solving its mathematical models must be as hard as calculatingthe output of quantum circuits, i.e., as hard as quantum computing. Rigorously,I provide complexity classes capturing the idea of sampling from sequential(causal) theories and from post-selection-based (retro-causal) theories; I showthat these classes fail to cover the computational complexity of sampling fromquantum circuits. The result is based on widely accepted conjectures on thesuperiority of quantum computers over classical ones. The result represents ano-go theorem that rules out a large family of sequential andpost-selection-based theories. I discuss the hypothesis of the no-go theoremand the possible ways to circumvent them. In particular, I discuss the Schulmanmodel and its extensions, which is retro-causal and is able to model quantumcorrelation-at-a-distance phenomena: I provides clues suggesting that itescapes the hypothesis of the no-go theorem.
著名的贝尔 "不走 "定理通过要求理论模拟量子远距离相关现象,排除了隐变量理论在局域性和因果性假设中的失败。在这里,我通过检验理论建模量子emph{circuits}的能力,提出了一个独立的 "不走 "定理。如果一个理论与量子力学相容,那么求解其数学模型的问题就一定和计算量子电路的输出一样难,即和量子计算一样难。我严谨地提供了从顺序(因果)理论和基于后选择(逆因果)理论采样的复杂度类;我证明了这些类无法涵盖从量子电路采样的计算复杂度。这一结果基于广为接受的量子计算机优于经典计算机的猜想。这个结果代表了一个 "不成功定理",它排除了一大系列基于顺序和后选择的理论。我将讨论 "不走 "定理的假设以及规避这些假设的可能方法。我特别讨论了舒尔曼模型(Schulmanmodel)及其扩展,该模型具有逆因果关系,能够模拟量子远距离相关现象:我提供的线索表明,该模型能够规避 "不去定理 "的假设。
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引用次数: 0
Multifold Majorana corner modes arising from multiple pairs of helical edge states 多对螺旋边缘态产生的多折叠马约拉纳角模式
Pub Date : 2024-09-18 DOI: arxiv-2409.11791
Zhiwei Yin, Haoshu Li, Zhongbo Yan, Shaolong Wan
Quantum spin Hall insulators with a pair of helical edge states andproximity-induced superconductivity have been shown to support second-ordertopological superconductors with Majorana corner modes. As the Majorana cornermodes are originated from the helical edge states of the quantum spin Hallinsulators, whether quantum spin Hall insulators with multiple pairs of helicaledge states and proximity-induced superconductivity can give rise tosecond-order topological superconductors with multifold Majorana corner modesis an interesting question to address. In this work, we consider a quantum spinHall insulator with two pairs of helical edge states. We find robust twofoldMajorana corner modes can be achieved when the helical edge states are gappedby a combined action of a magnetic exchange field and an $s$-wave pairing, oran $s+p$ mixed-parity pairing. The stability of two Majorana zero modes percorner under the action of magnetic exchange fields is attributed to theprotection from the chiral symmetry. Our study reveals that heterostructurescomposed of superconductors and quantum spin Hall insulators with multiplepairs of helical edge states could serve as a platform to pursue multifoldMajorana corner modes.
具有一对螺旋边缘态和临近诱导超导的量子自旋霍尔绝缘体已被证明支持具有马约拉纳角模的二阶拓扑超导体。由于马约拉纳角模起源于量子自旋霍尔绝缘体的螺旋边缘态,因此,具有多对螺旋边缘态和邻近性诱导超导的量子自旋霍尔绝缘体能否产生具有多倍马约拉纳角模的二阶拓扑超导体,是一个值得探讨的问题。在这项工作中,我们考虑了一种具有两对螺旋边缘态的量子自旋霍尔绝缘体。我们发现,当螺旋边缘态在磁交换场和 $s$ 波配对(或 $s+p$ 混合奇偶配对)的共同作用下出现间隙时,可以实现稳健的两重马约拉纳角模式。在磁交换场的作用下,每个边角有两个马约拉纳零模的稳定性归因于手性对称性的保护。我们的研究揭示出,由超导体和量子自旋霍尔绝缘体组成的异质结构具有多对螺旋边缘态,可以作为追求多倍马约拉纳角模式的平台。
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引用次数: 0
Performance advantage of protective quantum measurements 保护性量子测量的性能优势
Pub Date : 2024-09-18 DOI: arxiv-2409.12174
Maximilian Schlosshauer
We compare the performance of protective quantum measurements to that ofstandard projective measurements. Performance is quantified in terms of theuncertainty in the measured expectation value. We derive an expression for therelative performance of these two types of quantum measurements and showexplicitly that protective measurements can provide a significant performanceadvantage over standard projective measurements.
我们将保护量子测量的性能与标准投影测量的性能进行了比较。性能用测量期望值的不确定性来量化。我们推导出了这两类量子测量的相对性能表达式,并明确表明保护性测量比标准投射测量具有显著的性能优势。
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引用次数: 0
Mechanical Wannier-Stark Ladder of Diamond Spin-Mechanical Lamb Wave Resonators 金刚石自旋机械兰姆波谐振器的机械万尼尔-斯塔克梯形图
Pub Date : 2024-09-18 DOI: arxiv-2409.12149
Philip Andrango, Hailin Wang
We report the design and theoretical analysis of Wannier-Stark ladders ofdiamond Lamb wave resonators (LWRs) that can feature compression modes withultralow damping rates and host spin qubits with excellent optical and spinproperties. Three nearest-neighbor coupling schemes with distinct geometricconfigurations and a large range of coupling rates have been explored for therealization of Wannier-Stark ladders of LWRs, potentially enabling long-rangeconnectivity between spin qubits through their interactions with mechanicalvibrations. Additional analysis on the effects of disorder indicates that theproposed Wannier-Stark ladder can be robust against realistic experimentalimperfections. The development of mechanical quantum networks of spin qubitswith long-range connectivity can open the door to the implementation of newlydeveloped quantum low-density parity-check codes in solid-state systems.
我们报告了金刚石兰姆波谐振器(LWR)的万尼尔-斯塔克梯形结构的设计和理论分析,它可以具有超低阻尼率的压缩模式,并承载具有优异光学和自旋特性的自旋量子比特。针对 LWR 的万尼尔-斯塔克阶梯分析,探索了三种具有不同几何配置和较大耦合率范围的近邻耦合方案,通过它们与机械振动的相互作用,有可能实现自旋量子比特之间的长程连接。对无序效应的其他分析表明,所提出的万尼尔-斯塔克梯子可以抵御现实实验中的不完善。具有长程连接性的自旋量子比特机械量子网络的发展,为在固态系统中实现新开发的量子低密度奇偶校验码打开了大门。
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引用次数: 0
QUBO-based SVM for credit card fraud detection on a real QPU 基于 QUBO 的 SVM 在真实 QPU 上进行信用卡欺诈检测
Pub Date : 2024-09-18 DOI: arxiv-2409.11876
Ettore Canonici, Filippo Caruso
Among all the physical platforms for the realization of a Quantum ProcessingUnit (QPU), neutral atom devices are emerging as one of the main players. Theirscalability, long coherence times, and the absence of manufacturing errors makethem a viable candidate.. Here, we use a binary classifier model whose trainingis reformulated as a Quadratic Unconstrained Binary Optimization (QUBO) problemand implemented on a neutral atom QPU. In particular, we test it on a CreditCard Fraud (CCF) dataset. We propose several versions of the model, includingexploiting the model in ensemble learning schemes. We show that one of ourproposed versions seems to achieve higher performance and lower errors,validating our claims by comparing the most popular Machine Learning (ML)models with QUBO SVM models trained with ideal, noisy simulations and even viaa real QPU. In addition, the data obtained via real QPU extend up to 24 atoms,confirming the model's noise robustness. We also show, by means of numericalsimulations, how a certain amount of noise leads surprisingly to enhancedresults. Our results represent a further step towards new quantum ML algorithmsrunning on neutral atom QPUs for cybersecurity applications.
在实现量子处理单元(QPU)的所有物理平台中,中性原子设备正在成为主要参与者之一。它们的可扩展性、长相干时间和无制造误差使其成为可行的候选器件。在这里,我们使用一个二元分类器模型,该模型的训练被重新表述为一个二次无约束二元优化(QUBO)问题,并在中性原子 QPU 上实现。我们特别在信用卡欺诈(CCF)数据集上对其进行了测试。我们提出了该模型的几个版本,包括在集合学习方案中利用该模型。通过比较最流行的机器学习(ML)模型和用理想的、有噪声的模拟训练出来的 QUBO SVM 模型,甚至是通过真实 QPU 训练出来的 QUBO SVM 模型,我们发现我们提出的版本之一似乎能实现更高的性能和更低的误差,从而验证了我们的说法。此外,通过真实 QPU 获得的数据可扩展到 24 个原子,这证实了模型的噪声鲁棒性。我们还通过数值模拟展示了一定量的噪声是如何出人意料地提高结果的。我们的研究成果代表了在中性原子 QPU 上运行新的量子 ML 算法,为网络安全应用迈出了新的一步。
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引用次数: 0
Quasiperiodic Floquet-Gibbs states in Rydberg atomic systems 雷德贝格原子系统中的准周期弗洛克-吉布斯态
Pub Date : 2024-09-18 DOI: arxiv-2409.12044
Wilson S. Martins, Federico Carollo, Kay Brandner, Igor Lesanovsky
Open systems that are weakly coupled to a thermal environment and driven byfast, periodically oscillating fields are commonly assumed to approach anequilibrium-like steady state with respect to a truncated Floquet-MagnusHamiltonian. Using a general argument based on Fermi's golden rule, we showthat such Floquet-Gibbs states emerge naturally in periodically modulatedRydberg atomic systems, whose lab-frame Hamiltonian is a quasiperiodic functionof time. Our approach applies as long as the inherent Bohr frequencies of thesystem, the modulation frequency and the frequency of the driving laser, whichis necessary to uphold high-lying Rydberg excitations, are well separated. Tocorroborate our analytical results, we analyze a realistic model of up to fiveinteracting Rydberg atoms with periodically changing detuning. We demonstratenumerically that the second-order Floquet-Gibbs state of this system isessentially indistinguishable from the steady state of the correspondingRedfield equation if the modulation and driving frequencies are sufficientlylarge.
人们通常假定,与热环境弱耦合并由快速周期振荡场驱动的开放系统会在截断的弗洛克特-马格努斯-哈密顿方面接近类似于平衡的稳态。利用基于费米黄金定律的一般性论证,我们证明了这种 Floquet-Gibbs 状态会在周期性调制的雷德贝格原子系统中自然出现,其实验室框架哈密顿是时间的准周期函数。只要系统的固有玻尔频率、调制频率和驱动激光的频率(维持高电平的雷德贝格激发所必需的)完全分离,我们的方法就适用。为了证实我们的分析结果,我们分析了多达五个相互作用的雷德贝格原子与周期性变化的失谐的现实模型。我们用数字证明,如果调制频率和驱动频率足够大,该系统的二阶 Floquet-Gibbs 状态与相应雷德菲尔德方程的稳定状态基本上没有区别。
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引用次数: 0
期刊
arXiv - PHYS - Quantum Physics
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