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Random telegraph processes with nonlocal memory 具有非局部记忆的随机电报过程
IF 2.4 3区 物理与天体物理 Q1 Mathematics Pub Date : 2024-08-05 DOI: 10.1103/physreve.110.024303
S. S. Apostolov, O. V. Usatenko, V. A. Yampol'skii, S. S. Melnyk, P. Grigolini, A. Krokhin
We study two-state (dichotomous, telegraph) random ergodic continuous-time processes with dynamics depending on their past. We take into account the history of the process in an explicit form by introducing integral nonlocal memory term into conditional probability function. We start from an expression for the conditional transition probability function describing additive multistep binary random chain and show that the telegraph processes can be considered as continuous-time interpolations of discrete-time dichotomous random sequences. An equation involving the memory function and the two-point correlation function of the telegraph process is analytically obtained. This integral equation defines the correlation properties of the processes with given memory functions. It also serves as a tool for solving the inverse problem, namely for generation of a telegraph process with a prescribed pair correlation function. We obtain analytically the correlation functions of the telegraph processes with two exactly solvable examples of memory functions and support these results by numerical simulations of the corresponding telegraph processes.
我们研究的是动态取决于其过去的双态(二分、电报)随机连续时间过程。通过在条件概率函数中引入积分非局部记忆项,我们以明确的形式考虑了过程的历史。我们从描述加性多步二元随机链的条件过渡概率函数表达式出发,证明电报过程可视为离散时间二分随机序列的连续时间插值。通过分析得到了涉及电报过程的记忆函数和两点相关函数的方程。这个积分方程定义了具有给定记忆函数的过程的相关特性。它也是解决逆问题的工具,即生成具有规定对相关函数的电报过程。我们通过分析得到了具有两个可精确求解的记忆函数示例的电报过程的相关函数,并通过对相应电报过程的数值模拟来支持这些结果。
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引用次数: 0
Transition from weak turbulence to collapse turbulence regimes in the Majda-McLaughlin-Tabak model Majda-McLaughlin-Tabak模型中从弱湍流到崩溃湍流状态的过渡
IF 2.4 3区 物理与天体物理 Q1 Mathematics Pub Date : 2024-08-05 DOI: 10.1103/physreve.110.024202
Ashleigh Simonis, Yulin Pan
It is well known that wave collapses can emerge from the focusing one-dimensional (1D) Majda-McLaughlin-Tabak (MMT) model as a result of modulational instability. However, how these wave collapses affect the spectral properties and statistics of the wave field has not been adequately studied. We undertake this task by simulating the forced-dissipated 1D MMT model over a range of forcing amplitudes. Our results show that when the forcing is weak, the spectrum agrees well with the prediction by wave turbulence theory with few collapses in the field. As the forcing strength increases, we see an increase in the occurrence of collapses, together with a transition from a power-law spectrum to an exponentially decaying spectrum. Through a spectral decomposition, we find that the exponential spectrum is dominated by the wave collapse component in the nonintegrable MMT model, which is in analogy to a soliton gas in integrable turbulence.
众所周知,由于调制不稳定性,聚焦一维(1D)Majda-McLaughlin-Tabak(MMT)模型会出现波坍缩。然而,这些波坍缩如何影响波场的频谱特性和统计量尚未得到充分研究。为此,我们在一定范围内模拟了强迫消散的一维 MMT 模型。我们的结果表明,当强迫较弱时,频谱与波湍流理论的预测非常吻合,场中几乎没有塌陷。随着强迫强度的增加,我们发现塌陷发生率增加,同时频谱也从幂律频谱过渡到指数衰减频谱。通过谱分解,我们发现指数谱是由非可积分 MMT 模型中的波坍缩成分主导的,这与可积分湍流中的孤子气体类似。
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引用次数: 0
Involution symmetry quantification using recurrences 利用递推法量化旋转对称性
IF 2.4 3区 物理与天体物理 Q1 Mathematics Pub Date : 2024-08-05 DOI: 10.1103/physreve.110.024203
Gabriel Marghoti, Thiago de Lima Prado, Sergio Roberto Lopes, Yoshito Hirata
Symmetries are ubiquitous in science, aiding theoretical comprehension by discerning patterns in mathematical models and natural phenomena. This work introduces a method for assessing the extent of symmetry within a time series. We explore both microscopic and macroscopic features extracted from a recurrence plot. By analyzing the statistics of small recurrence matrices, our approach delves into microscale dynamics, facilitating the identification of symmetric time series segments through diagonal macroscale structures on a recurrence plot. We validate our approach by successfully quantifying involution symmetries for three-dimensional dynamical models, specifically, order-2 rotational symmetry in the Lorenz '63 model, and inversion symmetry in the Chua circuit. Our quantifier also detects symmetry breaking in the modified Lorenz model for El Niño phenomenon. The method can be applied in a versatile manner, not only to three-dimensional trajectories but also to univariate time series. Symmetry quantification in time series is promising for enhancing dynamical system modeling and profiling.
对称性在科学中无处不在,它通过辨别数学模型和自然现象中的模式来帮助理论理解。这项研究介绍了一种评估时间序列对称性程度的方法。我们探讨了从递归图中提取的微观和宏观特征。通过分析小型递推矩阵的统计量,我们的方法深入研究了微观动态,通过递推图上的对角线宏观结构,促进了对称时间序列段的识别。我们通过成功量化三维动力学模型的卷积对称性验证了我们的方法,特别是洛伦兹'63模型中的2阶旋转对称性和Chua电路中的反转对称性。我们的量化器还能检测厄尔尼诺现象的修正洛伦兹模型中的对称破缺。该方法应用广泛,不仅适用于三维轨迹,也适用于单变量时间序列。时间序列的对称性量化有望增强动力系统建模和剖析。
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引用次数: 0
Virtual walks and phase transitions in the two-dimensional Biswas-Chatterjee-Sen model with extreme switches 带极端开关的二维比斯沃斯-查特吉-森模型中的虚拟行走和相变
IF 2.4 3区 物理与天体物理 Q1 Mathematics Pub Date : 2024-08-05 DOI: 10.1103/physreve.110.024105
Kathakali Biswas, Parongama Sen
In kinetic exchange models of opinion formation, one considers pairwise interactions to update the states of the agents. We have studied a kinetic exchange model with three opinion states 0,±1, by considering a walk in a one-dimensional virtual space which evolves according to the dynamical states of the agents. The model involves two noise parameters p and q; p represents the fraction of negative interactions and q corresponds to the probability of a stronger interaction with the other agent, which may result in extreme switches (change of state from +1 to 1 or vice versa). The nature of the walks can indicate where the phase transitions occur in the pq plane; these results are corroborated with those obtained using finite-size scaling method. The criticality is found to be Ising-like, even when extreme switches are allowed. A new critical exponent associated with the probability distribution of the displacements in the virtual space is also obtained independent of the values of the critical parameters. The nature of the walks is compared to similar virtual walks studied earlier.
在舆论形成的动因交换模型中,我们考虑通过成对互动来更新代理的状态。我们研究了一个具有 0、±1 三种舆论状态的动因交换模型,方法是考虑在一维虚拟空间中的行走,该行走根据代理的动态状态而变化。该模型涉及两个噪声参数 p 和 q;p 代表负面互动的比例,q 则对应于与另一代理发生更强互动的概率,这可能导致极端切换(状态从 +1 变为 -1 或反之)。行走的性质可以表明相变发生在 p-q 平面上的哪个位置;这些结果与使用有限尺寸缩放法得到的结果相吻合。即使在允许极端开关的情况下,临界性也是类似于 Ising 的。此外,还获得了与虚拟空间中位移概率分布相关的新临界指数,该指数与临界参数值无关。走行的性质与之前研究的类似虚拟走行进行了比较。
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引用次数: 0
Large deviations in statistics of the local time and occupation time for a run and tumble particle 运行和翻滚粒子的局部时间和占用时间统计的巨大偏差
IF 2.4 3区 物理与天体物理 Q1 Mathematics Pub Date : 2024-08-05 DOI: 10.1103/physreve.110.024107
Soheli Mukherjee, Pierre Le Doussal, Naftali R. Smith
We investigate the statistics of the local time T=0Tδ(x(t))dt that a run and tumble particle (RTP) x(t) in one dimension spends at the origin, with or without an external drift. By relating the local time to the number of times the RTP crosses the origin, we find that the local time distribution P(T) satisfies the large deviation principle P(T)eTI(T/T) in the large observation time limit T. Remarkably, we find that in the presence of drift the rate function I(ρ) is nonanalytic: we interpret its singularity as a dynamical phase transition of first order. We then extend these results by studying the statistics of the amount of time R that the RTP spends inside a finite interval (i.e., the occupation time), with qualitatively similar results. In particular, this yields the long-time decay rate of the probability P(R=T) that the particle does not exit the interval up to time T. We find that the conditional end-point distribution exhibits an interesting change of behavior from unimodal to bimodal as a function of the size of the interval. To study the occupation time statistics, we extend the Donsker-Varadhan large-deviation formalism to the case of RTPs, for general dynamical observables and possibly in the presence of an external potential.
我们研究了一维中的运行和翻滚粒子(RTP)x(t)在有或没有外部漂移的情况下在原点花费的局部时间T=∫0Tδ(x(t))dt的统计量。通过将局部时间与 RTP 穿过原点的次数联系起来,我们发现局部时间分布 P(T) 满足大观测时间极限 T→∞ 中的大偏差原理 P(T)∼e-TI(T/T)。值得注意的是,我们发现在存在漂移的情况下,速率函数 I(ρ) 是非解析的:我们将其奇点解释为一阶动态相变。然后,我们通过研究 RTP 在有限区间内停留的时间 R 的统计量(即占用时间)来扩展这些结果,并得出了性质上相似的结果。我们发现,条件端点分布表现出一种有趣的行为变化,即随着区间大小的变化,从单峰到双峰。为了研究占据时间统计,我们将 Donsker-Varadhan 大偏差形式主义扩展到了 RTP 的情况,适用于一般动态观测变量,并且可能存在外部势能。
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引用次数: 0
Quantifying order in breath figure patterns through Voronoi entropy 通过沃罗诺熵量化呼吸图模式中的秩序
IF 2.4 3区 物理与天体物理 Q1 Mathematics Pub Date : 2024-08-02 DOI: 10.1103/physreve.110.024302
David Paulovics, Edward Bormashenko, Christophe Raufaste, Franck Celestini
In this study, we simulate breath figures that are evolving two-dimensional assemblies of droplets on a substrate. We focus on the Voronoi/Shannon entropy of these figures, which quantifies the order related to the coordination number of droplets. We show that the Voronoi entropy of the complete breath figure pattern converges to a value that is the one of a randomly distributed point system. Conversely, the subset containing exclusively large droplets of the breath figure exhibits significantly lower entropy than that obtained for all droplets. Using molecular dynamics simulations, we show that coalescence events in breath figures induce the same Voronoi entropy as that caused by repulsive interactions in a bidimensional atomic system.
在本研究中,我们模拟了基底上不断演变的二维液滴集合体--呼吸图形。我们重点研究了这些图形的沃罗诺伊/香农熵,它量化了与液滴协调数相关的秩序。我们的研究表明,完整呼吸图图案的沃罗诺熵趋近于一个随机分布点系统的值。相反,呼吸图中只包含大液滴的子集显示出的熵值明显低于所有液滴的熵值。通过分子动力学模拟,我们发现呼吸图中的凝聚事件所引起的沃罗诺熵与二维原子系统中的斥力相互作用所引起的沃罗诺熵相同。
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引用次数: 0
Fractional heterogeneous telegraph processes: Interplay between heterogeneity, memory, and stochastic resetting 分数异质电报过程:异质性、记忆和随机重置之间的相互作用
IF 2.4 3区 物理与天体物理 Q1 Mathematics Pub Date : 2024-08-02 DOI: 10.1103/physreve.110.024101
Trifce Sandev, Alexander Iomin
Fractional heterogeneous telegraph processes are considered in the framework of telegrapher's equations accompanied by memory effects. The integral decomposition method is developed for the rigorous treating of the problem. Exact solutions for the probability density functions and the mean squared displacements are obtained. A relation between the fractional heterogeneous telegrapher's equation and the corresponding Langevin equation has been established in the framework of the developed subordination approach. The telegraph process in the presence of stochastic resetting has been studied, as well. An exact expression for both the nonequilibrium stationary distributions/states and the mean squared displacements are obtained.
在电报员方程的框架内考虑了伴随记忆效应的分数异质电报过程。为严格处理该问题,开发了积分分解法。获得了概率密度函数和均方位移的精确解。在所开发的隶属方法框架内,建立了分数异质电报员方程与相应的朗格文方程之间的关系。此外,还研究了存在随机重置的电报过程。非平衡静态分布/状态和平均位移平方的精确表达式均已获得。
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引用次数: 0
Complete quasilinear model for the acceleration-driven lower hybrid drift instability and a computational assessment of its validity 加速度驱动下混合漂移不稳定性的完整准线性模型及其有效性的计算评估
IF 2.4 3区 物理与天体物理 Q1 Mathematics Pub Date : 2024-08-02 DOI: 10.1103/physreve.110.025201
G. V. Vogman, J. H. Hammer
A complete quasilinear model is derived for the electrostatic acceleration-driven lower hybrid drift instability in a uniform two-species low-beta plasma in which current is perpendicular to the background magnetic field. The model consists of coupled nonlinear velocity space diffusion equations for the volume-averaged ion and electron distribution functions. Each species' diffusion coefficient depends on a time-evolving spectral density of the electric-field energy per unit volume and a time-evolving dispersion relation. The dispersion relation is expressed analytically in integral form without the use of asymptotic limits and applies to arbitrary distribution functions, so long as they can be expressed as a function of one velocity coordinate, e.g., f(vy) or f(v). The quasilinear model conserves energy and is complete in that it fully describes the evolution of the distribution functions, including resonant and nonresonant particle-wave interactions, while accounting for distribution-function-dependent mixed-complex frequencies. The quasilinear diffusion model is solved numerically and self-consistently using a Crank-Nicolson temporal discretization and a second-order finite-volume velocity-space discretization. Numerical solutions are compared to nonlinear fourth-order accurate continuum kinetic Vlasov-Poisson simulations. Evolution of electric-field energy, growth rates, distribution functions, and diffusion coefficients are shown to be in agreement with Vlasov simulations. The quasilinear model is shown to predict anomalous transport terms, like resistivity and heating, to within a factor of order unity. Discrepancies between the quasilinear model and Vlasov simulations are assessed and attributed primarily to lack of damping in the quasilinear description and to the use of unperturbed-orbit susceptibilities in the linear theory dispersion relation. The results illuminate the predictive accuracy of the quasilinear model, place approximate bounds on its validity, and provide much needed vetting of quasilinear theory's ability to predict the nonlinear state of a microturbulent plasma.
针对电流垂直于背景磁场的均匀双种低贝塔等离子体中静电加速驱动的低混合漂移不稳定性,推导出了一个完整的准线性模型。该模型由体积平均离子和电子分布函数的耦合非线性速度空间扩散方程组成。每个物种的扩散系数取决于单位体积内电场能量的时变频谱密度和时变弥散关系。弥散关系以积分形式分析表示,无需使用渐近极限,适用于任意分布函数,只要它们能表示为一个速度坐标的函数,如 f(vy) 或 f(v⊥)。准线性模型保存了能量,而且完整地描述了分布函数的演变,包括共振和非共振粒子-波的相互作用,同时考虑了与分布函数相关的混合复合频率。使用 Crank-Nicolson 时间离散化和二阶有限体积速度空间离散化对准线性扩散模型进行了自洽的数值求解。数值求解结果与非线性四阶精确连续动力学 Vlasov-Poisson 模拟结果进行了比较。结果表明,电场能量、增长率、分布函数和扩散系数的演变与 Vlasov 模拟一致。结果表明,准线性模型对电阻率和加热等异常传输项的预测误差不超过 1 倍。对准线性模型与 Vlasov 模拟之间的差异进行了评估,并将其主要归因于准线性描述中缺乏阻尼,以及线性理论色散关系中使用了未扰动轨道敏感性。结果表明了准线性模型的预测准确性,对其有效性提出了近似的限制,并对准线性理论预测微扰等离子体非线性状态的能力进行了亟需的审查。
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引用次数: 0
Exact equilibrium properties of square-well and square-shoulder disks in single-file confinement 单扇形约束下方形阱和方形肩盘的精确平衡特性
IF 2.4 3区 物理与天体物理 Q1 Mathematics Pub Date : 2024-08-02 DOI: 10.1103/physreve.110.024601
Ana M. Montero, Andrés Santos
This study investigates the (longitudinal) thermodynamic and structural characteristics of single-file confined square-well and square-shoulder disks by employing a mapping technique that transforms the original system into a one-dimensional polydisperse mixture of nonadditive rods. Leveraging standard statistical-mechanical techniques, exact results are derived for key properties, including the equation of state, internal energy, radial distribution function, and structure factor. The asymptotic behavior of the radial distribution function is explored, revealing structural changes in the spatial correlations. Additionally, exact analytical expressions for the second virial coefficient are presented. The theoretical results for the thermodynamic and structural properties are validated by our Monte Carlo simulations.
本研究采用一种映射技术,将原始系统转化为一维多分散非加性棒混合物,从而研究了单排密闭方形井和方肩盘的(纵向)热力学和结构特征。利用标准统计力学技术,得出了关键属性的精确结果,包括状态方程、内能、径向分布函数和结构因子。探讨了径向分布函数的渐近行为,揭示了空间相关性的结构变化。此外,还给出了第二维里系数的精确分析表达式。我们的蒙特卡罗模拟验证了热力学和结构特性的理论结果。
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引用次数: 0
Entangled biphoton generation in the myelin sheath 髓鞘中纠缠双光子的产生
IF 2.4 3区 物理与天体物理 Q1 Mathematics Pub Date : 2024-08-02 DOI: 10.1103/physreve.110.024402
Zefei Liu, Yong-Cong Chen, Ping Ao
Consciousness within the brain hinges on the synchronized activities of millions of neurons, but the mechanism responsible for orchestrating such synchronization remains elusive. In this study we employ cavity quantum electrodynamics to explore entangled biphoton generation through cascade emission in the vibration spectrum of C-H bonds within the lipid molecules' tails. The results indicate that the cylindrical cavity formed by a myelin sheath can facilitate spontaneous photon emission from the vibrational modes and generate a significant number of entangled photon pairs. The abundance of C-H bond vibration units in neurons can therefore serve as a source of quantum entanglement resources for the nervous system. These findings may offer insight into the brain's ability to leverage these resources for quantum information transfer, thereby elucidating a potential source for the synchronized activity of neurons.
大脑中的意识取决于数百万个神经元的同步活动,但负责协调这种同步活动的机制仍然难以捉摸。在这项研究中,我们利用空腔量子电动力学,通过脂质分子尾部 C-H 键振动光谱中的级联发射,探索纠缠双光子的产生。结果表明,髓鞘形成的圆柱形空腔可促进振动模式的自发光子发射,并产生大量纠缠光子对。因此,神经元中丰富的 C-H 键振动单元可作为神经系统的量子纠缠资源来源。这些发现可能有助于深入了解大脑利用这些资源进行量子信息传输的能力,从而阐明神经元同步活动的潜在来源。
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引用次数: 0
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Physical review. E
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