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N-bein formalism for the parameter space of quantum geometry 量子几何参数空间的 N-贝因形式主义
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/ad6f7f
Jorge Romero, Carlos A Velasquez, J David Vergara
This work introduces a geometrical object that generalizes the quantum geometric tensor; we call it N-bein. Analogous to the vielbein (orthonormal frame) used in the Cartan formalism, the N-bein behaves like a ‘square root’ of the quantum geometric tensor. Using it, we present a quantum geometric tensor of two states that measures the possibility of moving from one state to another after two consecutive parameter variations. This new tensor determines the commutativity of such variations through its anti-symmetric part. In addition, we define a connection different from the Berry connection, and combining it with the N-bein allows us to introduce a notion of torsion and curvature à la Cartan that satisfies the Bianchi identities. Moreover, the torsion coincides with the anti-symmetric part of the two-state quantum geometric tensor previously mentioned, and thus, it is related to the commutativity of the parameter variations. We also describe our formalism using differential forms and discuss the possible physical interpretations of the new geometrical objects. Furthermore, we define different gauge invariants constructed from the geometrical quantities introduced in this work, resulting in new physical observables. Finally, we present two examples to illustrate these concepts: a harmonic oscillator and a generalized oscillator, both immersed in an electric field. We found that the new tensors quantify correlations between quantum states that were unavailable by other methods.
这项工作引入了一个几何对象,它概括了量子几何张量;我们称之为 N-bein。与 Cartan 形式论中使用的 vielbein(正交框架)类似,N-bein 的行为类似于量子几何张量的 "平方根"。利用它,我们提出了两种状态的量子几何张量,可以测量在连续两次参数变化后从一种状态移动到另一种状态的可能性。这个新张量通过其反对称部分确定了这种变化的交换性。此外,我们还定义了一种不同于贝里连接的连接,并将其与 N-贝因相结合,从而引入了一种满足比安奇等式的卡坦扭转和曲率概念。此外,扭转与前面提到的双态量子几何张量的反对称部分相吻合,因此,它与参数变化的交换性有关。我们还用微分形式描述了我们的形式主义,并讨论了新几何对象可能的物理解释。此外,我们还定义了由本研究中引入的几何量构建的不同量规不变式,从而产生了新的物理观测值。最后,我们举了两个例子来说明这些概念:一个谐波振荡器和一个广义振荡器,两者都浸没在电场中。我们发现,新的张量可以量化量子态之间的相关性,而其他方法却无法实现这一点。
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引用次数: 0
Model-free inference of memory in conformational dynamics of a multi-domain protein 多域蛋白质构象动力学记忆的无模型推断
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/ad6d1e
Leonie Vollmar, Rick Bebon, Julia Schimpf, Bastian Flietel, Sirin Celiksoy, Carsten Sönnichsen, Aljaž Godec, Thorsten Hugel
Single-molecule experiments provide insight into the motion (conformational dynamics) of individual protein molecules. Usually, a well-defined but coarse-grained intramolecular coordinate is measured and subsequently analysed with the help of hidden Markov models to deduce the kinetics of protein conformational changes. Such approaches rely on the assumption that the microscopic dynamics of the protein evolve according to a Markov-jump process on some network. However, the manifestation and extent of memory in the dynamics of the observable strongly depends on the chosen underlying Markov model, which is generally not known and therefore can lead to misinterpretations. Here, we combine extensive single-molecule plasmon ruler experiments on the heat shock protein Hsp90, computer simulations, and theory to infer and quantify memory in a model-free fashion. Our analysis is based on the bare definition of non-Markovian behaviour and does not require any underlying model. In the case of Hsp90 probed by a plasmon ruler, the Markov assumption is found to be clearly and conclusively violated on timescales up to roughly 50 s, which corresponds roughly to ∼50% of the inferred correlation time of the signal. The extent of memory is striking and reaches biologically relevant timescales. This implies that memory effects penetrate even the slowest observed motions. We provide clear and reproducible guidelines on how to test for the presence and duration of memory in experimental single-molecule data.
单分子实验有助于深入了解单个蛋白质分子的运动(构象动力学)。通常,测量定义明确但粒度较粗的分子内坐标,然后借助隐马尔可夫模型进行分析,从而推断蛋白质构象变化的动力学。这种方法所依赖的假设是,蛋白质的微观动力学是按照某个网络上的马尔可夫跳跃过程演化的。然而,可观测动态中记忆的表现和程度在很大程度上取决于所选择的基础马尔可夫模型,而这种模型通常是未知的,因此可能导致误解。在这里,我们结合对热休克蛋白 Hsp90 的大量单分子等离子体尺实验、计算机模拟和理论,以无模型的方式推断和量化记忆。我们的分析基于非马尔可夫行为的简单定义,不需要任何基础模型。在等离子体标尺探测 Hsp90 的情况下,我们发现马尔可夫假设在大约 50 秒的时间尺度上被明确违反,这大约相当于推断信号相关时间的 50%。记忆的程度是惊人的,达到了生物相关的时间尺度。这意味着记忆效应甚至可以穿透最慢的观测运动。我们为如何测试单分子实验数据中记忆的存在和持续时间提供了清晰且可重复的指导。
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引用次数: 0
Training quantum neural networks using the quantum information bottleneck method 利用量子信息瓶颈法训练量子神经网络
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/ad6daf
Ahmet Burak Çatlı, Nathan Wiebe
We provide in this paper a concrete method for training a quantum neural network to maximize the relevant information about a property that is transmitted through the network. This is significant because it gives an operationally well founded quantity to optimize when training autoencoders for problems where the inputs and outputs are fully quantum. We provide a rigorous algorithm for computing the value of the quantum information bottleneck quantity within error ε that requires O(log2(1/ϵ)+1/δ2) queries to a purification of the input density operator if its spectrum is supported on {0}[δ,1δ] for δ > 0 and the kernels of the relevant density matrices are disjoint. We further provide algorithms for estimating the derivatives of the QIB function, showing that quantum neural networks can be trained efficiently using the QIB quantity given that the number of gradient steps required is polynomial.
我们在本文中提供了一种训练量子神经网络的具体方法,以最大化通过网络传输的属性相关信息。这一点意义重大,因为它提供了一个操作上有理有据的数量,以便在训练输入和输出都是全量子的问题的自动编码器时进行优化。如果输入密度算子的频谱在δ > 0时支持{0} ⋃ [δ,1-δ] 且相关密度矩阵的核是不相交的,那么计算误差ε范围内的量子信息瓶颈量值只需O(log2(1/ϵ)+1/δ2)次查询。我们进一步提供了估算 QIB 函数导数的算法,表明在所需梯度步数为多项式的情况下,可以利用 QIB 量高效地训练量子神经网络。
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引用次数: 0
A generalized dynamic asymmetric exclusion process: orthogonal dualities and degenerations 广义动态非对称排斥过程:正交对偶和退化
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/ad6f7b
Wolter Groenevelt, Carel Wagenaar
In this paper, a generalized version of dynamic asymmetric simple exclusion process (ASEP) is introduced, and it is shown that the process has a Markov duality property with the same process on the reversed lattice. The duality functions are multivariate q-Racah polynomials, and the corresponding orthogonality measure is the reversible measure of the process. By taking limits in the generator of dynamic ASEP, its reversible measure, and the duality functions, we obtain orthogonal and triangular dualities for several other interacting particle systems. In this sense, the duality of dynamic ASEP sits on top of a hierarchy of many dualities. For the construction of the process, we rely on representation theory of the quantum algebra Uq(sl2). In the standard representation, the generator of generalized ASEP can be constructed from the coproduct of the Casimir. After a suitable change of representation, we obtain the generator of dynamic ASEP. The corresponding intertwiner is constructed from q-Krawtchouk polynomials, which arise as eigenfunctions of twisted primitive elements. This gives a duality between dynamic ASEP and generalized ASEP with q-Krawtchouk polynomials as duality functions. Using this duality, we show the (almost) self-duality of dynamic ASEP.
本文介绍了动态非对称简单排除过程(ASEP)的广义版本,并证明该过程与反转网格上的同一过程具有马尔可夫对偶性。对偶函数是多元 q-Racah 多项式,相应的正交度量是过程的可逆度量。通过对动态 ASEP 的生成器、其可逆度量和对偶函数进行限值,我们得到了其他几个相互作用粒子系统的正交和三角形对偶性。从这个意义上说,动态 ASEP 的对偶性位于众多对偶性的层次之上。对于过程的构造,我们依赖于量子代数 Uq(sl2)的表示理论。在标准表示中,广义 ASEP 的发生器可以从卡西米尔的协积中构造出来。在适当改变表示之后,我们就得到了动态 ASEP 的发生器。相应的交织器由 q-Krawtchouk 多项式构造,而这些多项式是作为扭曲基元的特征函数出现的。这就给出了以 q-Krawtchouk 多项式为对偶函数的动态 ASEP 和广义 ASEP 之间的对偶性。利用这种对偶性,我们证明了动态 ASEP 的(几乎)自对偶性。
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引用次数: 0
Systematic large flavor fTWA approach to interaction quenches in the Hubbard model 哈伯德模型中相互作用淬火的大味道 fTWA 系统方法
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/ad6f7a
Alexander Osterkorn, Stefan Kehrein
We study the nonequilibrium dynamics after an interaction quench in the two-dimensional Hubbard model using the recently introduced fermionic truncated Wigner approximation (fTWA). To assess the range of validity of the method in a systematic way, we consider the SU(N) Hubbard model with the fermion degeneracy N as a natural semiclassical expansion parameter. Using both a numerical and a perturbative analytical approach we show that fTWA is exact at least up to and including the prethermalization dynamics. We discuss the limitations of the method beyond this regime.
我们利用最近引入的费米子截断维纳近似(fTWA)研究了二维哈伯德模型中相互作用淬火后的非平衡动力学。为了系统地评估该方法的有效范围,我们考虑了以费米子退变性 N 作为自然半经典扩展参数的 SU(N) Hubbard 模型。利用数值和微扰分析方法,我们证明了 fTWA 至少在热化前动力学(包括热化前动力学)之前是精确的。我们讨论了该方法在这一机制之外的局限性。
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引用次数: 0
Quantum entropy couples matter with geometry 量子熵将物质与几何耦合在一起
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/ad6f7e
Ginestra Bianconi
We propose a theory for coupling matter fields with discrete geometry on higher-order networks, i.e. cell complexes. The key idea of the approach is to associate to a higher-order network the quantum entropy of its metric. Specifically we propose an action having two contributions. The first contribution is proportional to the logarithm of the volume associated to the higher-order network by the metric. In the vacuum this contribution determines the entropy of the geometry. The second contribution is the quantum relative entropy between the metric of the higher-order network and the metric induced by the matter and gauge fields. The induced metric is defined in terms of the topological spinors and the discrete Dirac operators. The topological spinors, defined on nodes, edges and higher-dimensional cells, encode for the matter fields. The discrete Dirac operators act on topological spinors, and depend on the metric of the higher-order network as well as on the gauge fields via a discrete version of the minimal substitution. We derive the coupled dynamical equations for the metric, the matter and the gauge fields, providing an information theory principle to obtain the field theory equations in discrete curved space.
我们提出了一种在高阶网络(即细胞复合体)上将物质场与离散几何耦合的理论。该方法的关键思路是将高阶网络与其度量的量子熵相关联。具体来说,我们提出了一种有两个贡献的行动。第一个贡献与高阶网络的度量相关体积的对数成正比。在真空中,这一贡献决定了几何的熵。第二个贡献是高阶网络度量与物质和规规场诱导度量之间的量子相对熵。诱导度量是根据拓扑旋量和离散狄拉克算子定义的。拓扑旋量定义在节点、边缘和高维单元上,是物质场的编码。离散狄拉克算子作用于拓扑自旋子,并通过最小置换的离散版本依赖于高阶网络的度量以及轨距场。我们推导出了度量场、物质场和量规场的耦合动力学方程,提供了一种信息论原理,以获得离散弯曲空间中的场论方程。
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引用次数: 0
Variational aspect and kinetic theory of locally conformal dynamics 局部保角动力学的变量方面和动力学理论
IF 2.1 3区 物理与天体物理 Q2 PHYSICS, MATHEMATICAL Pub Date : 2024-08-22 DOI: 10.1088/1751-8121/ad6cb7
Oğul Esen, Ayten Gezici, Hasan Gümral
We present the locally conformal generalization of the Euler–Lagrange equations. We determine the dual space of the LCS Hamiltonian vector fields. Within this dual space, we formulate the Lie–Poisson equation that governs the kinetic motion of Hamiltonian systems in the context of local conformality. By expressing the Lie–Poisson dynamics in terms of density functions, we derive locally conformal Vlasov dynamics. In addition, we outline a geometric pathway that connects LCS Hamiltonian particle motion to locally conformal kinetic motion.
我们提出了欧拉-拉格朗日方程的局部保角广义。我们确定了 LCS 哈密顿向量场的对偶空间。在这个对偶空间中,我们提出了在局部保角背景下支配哈密顿系统动力学运动的列-泊松方程。通过用密度函数表达列-泊松动力学,我们推导出了局部保角弗拉索夫动力学。此外,我们还概述了连接 LCS 哈密尔顿粒子运动和局部保角动力学运动的几何路径。
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引用次数: 0
Homomorphic encryption of the k=2 Bernstein–Vazirani algorithm k=2 伯恩斯坦-瓦齐拉尼算法的同态加密
IF 2.1 3区 物理与天体物理 Q2 PHYSICS, MATHEMATICAL Pub Date : 2024-08-22 DOI: 10.1088/1751-8121/ad6c04
Pablo Fernández, Miguel A Martin-Delgado
We introduce a class of circuits that solve a particular case of the Bernstein–Vazirani recursive problem for second-level recursion. This class of circuits allows for the implementation of the oracle using a number of T-gates that grows linearly with the number of qubits in the problem. We find an application of this scheme to quantum homomorphic encryption (QHE), which is an important cryptographic technology useful for delegated quantum computing, allowing a remote server to perform quantum computations on encrypted quantum data, so that the server cannot know anything about the client’s data. Liang’s QHE schemes are suitable for circuits with a polynomial number of gates T/T. Thus, the simplified circuits we have constructed can be evaluated homomorphically in an efficient manner.
我们介绍了一类电路,它能解决伯恩斯坦-瓦齐拉尼递归问题的一个特殊情况,即二级递归问题。这一类电路允许使用与问题中的量子比特数呈线性增长的 T 门来实现神谕。我们发现这一方案在量子同态加密(QHE)中的应用,QHE 是一种重要的加密技术,可用于委托量子计算,允许远程服务器对加密的量子数据进行量子计算,这样服务器就无法知道客户数据的任何信息。梁的 QHE 方案适用于具有多项式门数 T/T† 的电路。因此,我们构建的简化电路可以高效地进行同态评估。
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引用次数: 0
Method of filtration in first passage time problems 第一通过时间问题中的过滤方法
IF 2.1 3区 物理与天体物理 Q2 PHYSICS, MATHEMATICAL Pub Date : 2024-08-21 DOI: 10.1088/1751-8121/ad6ab7
Yuta Sakamoto, Takahiro Sakaue
Statistics of stochastic processes are crucially influenced by the boundary conditions. In one spatial dimension, for example, the first passage time distribution in semi-infinite space (one absorbing boundary) is markedly different from that in a finite interval with two absorbing boundaries. Here, we propose a method, which we refer to as a method of filtration, that allows us to construct the latter from only the knowledge of the former. We demonstrate that our method yields two solution forms, a method of eigenfunction expansion-like form and a method of image-like form. In particular, we argue that the latter solution form is a generalization of the method of image applicable to a stochastic process for which the method of image generally does not work, e.g. the Ornstein–Uhlenbeck process.
随机过程的统计受到边界条件的重要影响。例如,在一个空间维度中,半无限空间(一个吸收边界)中的首次通过时间分布与有限区间(有两个吸收边界)中的首次通过时间分布明显不同。在这里,我们提出了一种方法,我们称之为过滤法,它允许我们仅根据前者的知识来构建后者。我们证明,我们的方法能产生两种求解形式,一种是类似特征函数展开形式的方法,另一种是类似图像形式的方法。我们特别指出,后一种求解形式是图像方法的广义化,适用于图像方法通常不起作用的随机过程,例如奥恩斯坦-乌伦贝克过程。
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引用次数: 0
On gauge Poisson brackets with prescribed symmetry 关于具有规定对称性的轨距泊松括号
IF 2.1 3区 物理与天体物理 Q2 PHYSICS, MATHEMATICAL Pub Date : 2024-08-21 DOI: 10.1088/1751-8121/ad6c00
M Avendaño-Camacho, J C Ruíz-Pantaleón, Yu Vorobiev
In the context of averaging method, we describe a reconstruction of invariant connection-dependent Poisson structures from canonical actions of compact Lie groups on fibered phase spaces. Some symmetry properties of Wong’s type equations are derived from the main results.
在平均法的背景下,我们描述了从纤维相空间上紧凑李群的典型作用重构不变连接相关泊松结构的方法。根据主要结果推导出了黄氏方程的一些对称性质。
{"title":"On gauge Poisson brackets with prescribed symmetry","authors":"M Avendaño-Camacho, J C Ruíz-Pantaleón, Yu Vorobiev","doi":"10.1088/1751-8121/ad6c00","DOIUrl":"https://doi.org/10.1088/1751-8121/ad6c00","url":null,"abstract":"In the context of averaging method, we describe a reconstruction of invariant connection-dependent Poisson structures from canonical actions of compact Lie groups on fibered phase spaces. Some symmetry properties of Wong’s type equations are derived from the main results.","PeriodicalId":16763,"journal":{"name":"Journal of Physics A: Mathematical and Theoretical","volume":"44 1","pages":""},"PeriodicalIF":2.1,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142186029","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
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Journal of Physics A: Mathematical and Theoretical
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