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Super-resolution of spin configurations based on flow-based generative models 基于流生成模型的自旋构型超级分辨率
IF 2.1 3区 物理与天体物理 Q2 PHYSICS, MATHEMATICAL Pub Date : 2024-09-02 DOI: 10.1088/1751-8121/ad72ba
Kenta Shiina, Hiroyuki Mori, Yutaka Okabe, Hwee Kuan Lee
We present a super-resolution method for spin systems using a flow-based generative model that is a deep generative model with reversible neural network architecture. Starting from spin configurations on a two-dimensional square lattice, our model generates spin configurations of a larger lattice. As a flow-based generative model precisely estimates the distribution of the generated configurations, it can be combined with Monte Carlo simulation to generate large lattice configurations according to the Boltzmann distribution. Hence, the long-range correlation on a large configuration is reduced into the shorter one through the flow-based generative model. This alleviates the critical slowing down near the critical temperature. We demonstrated an 8 times increased lattice size in the linear dimensions using our super-resolution scheme repeatedly. We numerically show that by performing simulations for 16×16 configurations, our model can sample lattice configurations at 128×128 on which the thermal average of physical quantities has good agreement with the one evaluated by the traditional Metropolis–Hasting Monte Carlo simulation.
我们提出了一种自旋系统的超分辨率方法,该方法采用基于流的生成模型,是一种具有可逆神经网络架构的深度生成模型。我们的模型从二维方格上的自旋配置开始,生成更大网格的自旋配置。由于基于流的生成模型可以精确估计生成配置的分布,因此它可以与蒙特卡罗模拟相结合,根据玻尔兹曼分布生成大晶格配置。因此,通过基于流的生成模型,大型构型上的长程相关性被降低为短程相关性。这缓解了临界温度附近的临界减速。我们反复使用我们的超分辨率方案,证明在线性维度上晶格尺寸增加了 8 倍。我们的数值结果表明,通过对 16×16 配置进行模拟,我们的模型可以采样 128×128 的晶格配置,在这种配置上,物理量的热平均值与传统 Metropolis-Hasting 蒙特卡洛模拟所评估的热平均值非常一致。
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引用次数: 0
A first proof of knot localization for polymers in a nanochannel 纳米通道中聚合物结定位的首次证明
IF 2.1 3区 物理与天体物理 Q2 PHYSICS, MATHEMATICAL Pub Date : 2024-08-30 DOI: 10.1088/1751-8121/ad6c01
Nicholas R Beaton, Kai Ishihara, Mahshid Atapour, Jeremy W Eng, Mariel Vazquez, Koya Shimokawa, Christine E Soteros
Based on polymer scaling theory and numerical evidence, Orlandini, Tesi, Janse van Rensburg and Whittington conjectured in 1996 that the limiting entropy of knot-type K lattice polygons is the same as that for unknot polygons, and that the entropic critical exponent increases by one for each prime knot in the knot decomposition of K. This Knot Entropy (KE) conjecture is consistent with the idea that for unconfined polymers, knots occur in a localized way (the knotted part is relatively small compared to polymer length). For full confinement (to a sphere or box), numerical evidence suggests that knots are much less localized. Numerical evidence for nanochannel or tube confinement is mixed, depending on how the size of a knot is measured. Here we outline the proof that the KE conjecture holds for polygons in the ×2×1 lattice tube and show that knotting is localized when a connected-sum measure of knot size is used. Similar results are established for linked polygons. This is the first model for which the knot entropy conjecture has been proved.
基于聚合物缩放理论和数值证据,Orlandini、Tesi、Janse van Rensburg 和 Whittington 于 1996 年猜想,结型 K 网格多边形的极限熵与无结多边形的极限熵相同,K 的结分解中每增加一个质结,熵临界指数就增加一个。这一 "结熵(KE)"猜想与以下观点一致:对于非封闭聚合物,结是以局部方式出现的(与聚合物长度相比,结的部分相对较小)。对于完全封闭(球形或箱形),数值证据表明,结的局部性要小得多。对于纳米通道或管状约束,数值证据则喜忧参半,这取决于如何测量结的大小。在此,我们概述了 KE 猜想在 ∞×2×1 网格管中的多边形中成立的证明,并表明当使用结大小的连接和测量时,结是局部的。类似的结果也适用于连接多边形。这是第一个证明结熵猜想的模型。
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引用次数: 0
Optimal CHSH values for regular polygon theories in generalized probabilistic theories 广义概率论中规则多边形理论的最佳 CHSH 值
IF 2.1 3区 物理与天体物理 Q2 PHYSICS, MATHEMATICAL Pub Date : 2024-08-29 DOI: 10.1088/1751-8121/ad7077
Ryo Takakura
In this study, we consider generalized probabilistic theories (GPTs) and focus on a class of theories called regular polygon theories, which can be regarded as natural generalizations of a two-level quantum system (a qubit system). In the usual CHSH setting for quantum theory, the CHSH value is known to be optimized by maximally entangled states. This research will reveal that the same observations are obtained also in regular polygon theories. Our result gives a physical meaning to the concept of ‘maximal entanglement’ in regular polygon theories.
在本研究中,我们考虑了广义概率理论(GPT),并重点研究了一类称为正多边形理论的理论,它们可被视为两级量子系统(量子比特系统)的自然广义化。众所周知,在量子理论的通常 CHSH 设置中,CHSH 值是由最大纠缠态优化的。这项研究将揭示,在规则多边形理论中也能得到同样的观察结果。我们的结果为正多边形理论中的 "最大纠缠 "概念赋予了物理意义。
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引用次数: 0
Information scrambling and chaos induced by a Hermitian matrix 赫米矩阵诱发的信息扰乱和混沌
IF 2.1 3区 物理与天体物理 Q2 PHYSICS, MATHEMATICAL Pub Date : 2024-08-29 DOI: 10.1088/1751-8121/ad6f7c
Sven Gnutzmann, Uzy Smilansky
Given an arbitrary V × V Hermitian matrix H, considered as a finite discrete quantum Hamiltonian, we use methods from graph and ergodic theories to construct a quantum Poincaré map at energy E and a corresponding stochastic classical Poincaré–Markov map at the same energy on an appropriate discrete phase space. This phase space D consists of the directed edges of a graph with V vertices that are in one-to-one correspondence with the non-vanishing off-diagonal elements of H. The correspondence between quantum Poincaré map and classical Poincaré–Markov map is an alternative to the standard quantum–classical correspondence based on a classical limit 0. Most importantly it can be constructed where no such limit exists. Using standard methods from ergodic theory we then proceed to derive an expression for the Lyapunov exponent Λ(E) of the classical map. It measures the rate of loss of classical information in the dynamics and relates it to the separation of stochastic classical trajectories in the phase space. We suggest that loss of information in the underlying classical dynamics is an indicator for quantum information scrambling.
给定一个任意的 V × V 赫米矩阵 H,将其视为有限离散量子哈密顿,我们利用图论和遍历理论的方法,在适当的离散相空间上构建能量 E 的量子波卡列图和相同能量的相应随机经典波卡列-马尔科夫图。这个相空间 D 由一个有 V 个顶点的图的有向边组成,这些顶点与 H 的非消失对角元素一一对应。量子波因卡雷图与经典波因卡雷-马尔科夫图之间的对应关系是基于经典极限ℏ→0 的标准量子-经典对应关系的另一种选择。最重要的是,它可以在不存在这种极限的地方构建。利用遍历理论的标准方法,我们可以推导出经典映射的莱普诺夫指数Λ(E) 的表达式。它衡量了动力学中经典信息的损失率,并将其与相空间中随机经典轨迹的分离联系起来。我们认为,底层经典动力学中的信息损失是量子信息扰乱的一个指标。
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引用次数: 0
The escape transition of a lattice star polymer grafted in a pore 接枝在孔隙中的晶格星形聚合物的逸出转变
IF 2.1 3区 物理与天体物理 Q2 PHYSICS, MATHEMATICAL Pub Date : 2024-08-29 DOI: 10.1088/1751-8121/ad707f
C J Bradly, E J Janse van Rensburg
Polymers in confined spaces are compressed and have reduced conformational entropy, and will partially or fully escape from confinement if conditions are suitable. This is in particular the case for a polymer grafted in a pore. The escape of the polymer from the pore may be considered a partial translocation from the pore into bulk solution, and the resulting conformational readjustment of the polymer has characteristics of a thermodynamic phase transition. In this paper a lattice self-avoiding walk model of a star polymer grafted in a pore is examined numerically using the PERM algorithm. We show that the arms of the grafted lattice star escape one at a time as the length of the pore is reduced, consistent with earlier results in the literature. Critical points for the escape transitions are estimated for square and cubic lattice models and we also examine various properties of the model as it undergoes the escape transition.
密闭空间中的聚合物受到压缩,构象熵降低,如果条件合适,它们会部分或全部从密闭空间中逸出。接枝在孔隙中的聚合物尤其如此。聚合物从孔隙中逸出可被视为部分从孔隙转移到体溶液中,由此产生的聚合物构象重新调整具有热力学相变的特征。本文使用 PERM 算法对接枝在孔隙中的星形聚合物的晶格自避让行走模型进行了数值研究。结果表明,随着孔隙长度的减小,接枝星形晶格的臂会逐次逸出,这与文献中的早期结果一致。我们估算了方形和立方晶格模型逸出转变的临界点,并检验了模型在经历逸出转变时的各种特性。
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引用次数: 0
Scaling of entangling-gate errors in large ion crystals 大型离子晶体中纠缠栅误差的缩放
IF 2.1 3区 物理与天体物理 Q2 PHYSICS, MATHEMATICAL Pub Date : 2024-08-29 DOI: 10.1088/1751-8121/ad6ab5
Wenhao He, Wenhao Zhang, Xiao Yuan, Yangchao Shen, Xiao-Ming Zhang
Trapped-ion has shown great advantages in building quantum computers. While high fidelity entangling-gate has been realized for a few ions, how to maintain the high fidelity for large scale trapped-ions remains an open problem. Here, we present an analysis of arbitrary scale ion chains and focus on motional-related errors, reported as one of the leading error sources in state-of-the-art experiments. We theoretically analyze two-qubit entangling-gate infidelity in a large ion crystal under the phase insensitive configuration. To verify our result, we develop an efficient numerical simulation algorithm that avoids exponential increases in of the Hilbert space dimension. For the motional heating error, we derive a much tighter bound of gate infidelity than previously estimated O(NΓτ), and we give an intuitive understanding from the trajectories in the phase space of motional modes. Our discoveries may inspire the scheme of pulse design against incoherent errors and shed light on the way toward constructing scalable quantum computers with large ion crystals.
陷波离子在构建量子计算机方面显示出巨大优势。虽然少数离子已经实现了高保真纠缠门,但如何保持大规模陷波离子的高保真仍是一个未决问题。在此,我们将对任意尺度的离子链进行分析,并重点关注与运动相关的误差,据报道,运动误差是最先进实验中的主要误差源之一。我们从理论上分析了相位不敏感配置下大型离子晶体中的双量子比特纠缠栅失真。为了验证我们的结果,我们开发了一种高效的数值模拟算法,避免了希尔伯特空间维度的指数增长。对于运动加热误差,我们得出了比以前估计的 O(NΓτ)更严格的栅极不保真约束,并从运动模式相空间中的轨迹给出了直观的理解。我们的发现可能会启发针对非相干误差的脉冲设计方案,并为利用大型离子晶体构建可扩展量子计算机指明方向。
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引用次数: 0
Decoherence of a charged Brownian particle in a magnetic field: an analysis of the roles of coupling via position and momentum variables 带电布朗粒子在磁场中的退相干:位置和动量变量耦合作用分析
IF 2.1 3区 物理与天体物理 Q2 PHYSICS, MATHEMATICAL Pub Date : 2024-08-28 DOI: 10.1088/1751-8121/ad707e
Suraka Bhattacharjee, Koushik Mandal, Supurna Sinha
The study of decoherence plays a key role in our understanding of the transition from the quantum to the classical world. Typically, one considers a system coupled to an external bath which forms a model for an open quantum system. While most of the studies pertain to a position coupling between the system and the environment, some involve a momentum coupling, giving rise to an anomalous diffusive model. Here we have gone beyond existing studies and analyzed the non-Markovian master equation, involving the quantum Langevin dynamics of a harmonically oscillating charged Brownian particle in the presence of a magnetic field and coupled to Ohmic (s = 1), sub-Ohmic (s < 1) and super-Ohmic (s > 1) heat baths via both position and momentum couplings. The presence of both position and momentum couplings leads to a stronger interaction with the environment, resulting in a faster loss of coherence compared to a situation where only position coupling is present. The rate of decoherence can be tuned by controlling the relative strengths of the position and momentum coupling parameters. In addition, the magnetic field results in the slowing down of the loss of information from the system, irrespective of the nature of coupling between the system and the bath. A faster decoherence rate is observed for higher values of the Ohmicity parameter ‘s’. Our results can be experimentally verified by designing a suitable ion trap setup.
退相干研究在我们理解从量子世界到经典世界的转变过程中起着关键作用。通常,我们会考虑一个与外部浴场耦合的系统,它构成了一个开放量子系统的模型。虽然大多数研究涉及系统与环境之间的位置耦合,但有些研究涉及动量耦合,从而产生了反常扩散模型。在这里,我们超越了现有的研究,分析了非马尔可夫主方程,其中涉及一个谐振带电布朗粒子在磁场存在下的量子朗文动力学,并通过位置和动量耦合与欧姆(s = 1)、亚欧姆(s < 1)和超欧姆(s > 1)热浴耦合。位置耦合和动量耦合的存在会导致与环境更强的相互作用,从而使相干性的丧失速度快于仅存在位置耦合的情况。退相干的速度可以通过控制位置和动量耦合参数的相对强度来调节。此外,无论系统与浴槽之间的耦合性质如何,磁场都会导致系统信息丢失速度减慢。欧姆参数's'值越高,退相干速率越快。我们的结果可以通过设计合适的离子阱装置进行实验验证。
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引用次数: 0
Hidden collective oscillations in a disordered mean-field spin model with non-reciprocal interactions 具有非互惠相互作用的无序均场自旋模型中的隐性集体振荡
IF 2.1 3区 物理与天体物理 Q2 PHYSICS, MATHEMATICAL Pub Date : 2024-08-28 DOI: 10.1088/1751-8121/ad6ab4
Laura Guislain, Eric Bertin
We study the effect of introducing separable quenched disorder on a non-equilibrium mean-field spin model exhibiting a phase transition to an oscillating state in the absence of disorder, due to non-reciprocal interactions. In the disordered model, the magnetisation and its time derivative no longer carry the signature of the phase transition to an oscillating state. However, thanks to the separable (Mattis-type) form of the disorder, the presence of oscillations can be revealed by introducing a specific, disorder-dependent observable. We also introduce generalised linear and non-linear susceptibilities associated either with the magnetisation or with its time derivative. While linear susceptibilities show no sign of a phase transition, the third-order susceptibilities present a clear signature of the onset of an oscillating phase. In addition, we show that the overlap distribution also provides evidence for the presence of oscillations, without explicit knowledge of the disorder.
我们研究了引入可分离淬火无序对非均衡均场自旋模型的影响,该模型在无序状态下由于非互惠相互作用而表现出向振荡态的相变。在无序模型中,磁化及其时间导数不再带有相变到振荡态的特征。然而,由于无序的可分离(马蒂斯型)形式,可以通过引入特定的、依赖于无序的观测指标来揭示振荡的存在。我们还引入了与磁化或其时间导数相关的广义线性和非线性电感。线性电感没有显示出相变的迹象,而三阶电感则清晰地显示出振荡相位的开始。此外,我们还表明,重叠分布也为振荡的存在提供了证据,而无需明确了解无序性。
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引用次数: 0
Generalized parity-oblivious communication games powered by quantum preparation contextuality 由量子准备情境性驱动的广义奇偶校验盲通信游戏
IF 2.1 3区 物理与天体物理 Q2 PHYSICS, MATHEMATICAL Pub Date : 2024-08-28 DOI: 10.1088/1751-8121/ad7108
Prabuddha Roy, A K Pan
The parity-oblivious random-access-code (PORAC) is a class of communication games involving a sender (Alice) and a receiver (Bob). In such games, Alice’s amount of communication to Bob is constraint by the parity-oblivious (PO) conditions, so that the parity information of her inputs remains oblivious to Bob. The PO condition in an operational theory is equivalently represented in an ontological model that satisfies the preparation noncontextuality. In this paper, we provide a nontrivial generalization of the existing two-level PORAC and derive the winning probability of the game in the preparation noncontextual ontological model. We demonstrate that the quantum theory outperforms the preparation noncontextual model by predicting higher winning probability in our generalized PORAC.
奇偶校验保密随机存取码(PORAC)是一类涉及发送方(爱丽丝)和接收方(鲍勃)的通信博弈。在这类博弈中,爱丽丝与鲍勃的通信量受奇偶校验无关(PO)条件的限制,因此鲍勃对爱丽丝输入的奇偶校验信息一无所知。在运算理论中,PO 条件等同于本体论模型,它满足非上下文准备的要求。在本文中,我们对现有的两级 PORAC 进行了非难一般化,并推导出了准备非上下文本体模型中博弈的获胜概率。我们证明,量子理论在我们的广义 PORAC 中预测了更高的获胜概率,从而优于准备非上下文模型。
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引用次数: 0
Novel ASEP-inspired solutions of the Yang-Baxter equation 杨-巴克斯特方程的新型 ASEP 启发解法
IF 2.1 3区 物理与天体物理 Q2 PHYSICS, MATHEMATICAL Pub Date : 2024-08-27 DOI: 10.1088/1751-8121/ad6f81
Suvendu Barik, Alexander S Garkun, Vladimir Gritsev
We explore the algebraic structure of a particular ansatz of the Yang-Baxter equation (YBE), which is inspired by the Bethe Ansatz treatment of the asymmetric simple exclusion process spin-model. Various classes of Hamiltonian density arriving from the two types of R-matrices are found, which also appear as solutions of the constant YBE. We identify the idempotent and nilpotent categories of such constant R-matrices and perform a rank-1 numerical search for the lowest dimension. A summary of the final results reveals general non-Hermitian spin-1/2 chain models.
我们探索了杨-巴克斯特方程(Yang-Baxter equation,YBE)的一种特殊解析的代数结构,这种解析受到非对称简单排除过程自旋模型的贝特解析处理的启发。我们发现了从两类 R 矩得出的各类哈密顿密度,它们也作为恒定 YBE 的解出现。我们确定了这类恒定 R 矩的幂等和零等类别,并对最低维度进行了秩-1 数值搜索。对最终结果的总结揭示了一般的非赫米提自旋-1/2 链模型。
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引用次数: 0
期刊
Journal of Physics A: Mathematical and Theoretical
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