Random walk with horizontal and cyclic currents.

IF 2.4 3区 物理与天体物理 Q1 Mathematics Physical review. E Pub Date : 2025-01-01 DOI:10.1103/PhysRevE.111.014120
Joanna Li, Matthew Gerry, Israel Klich, Dvira Segal
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Abstract

We construct a minimal two-chain random walk model and study the information that fluctuations of the flux and higher cumulants can reveal about the model: its structure, parameters, and whether it operates under nonequilibrium conditions. The two coupled chains allow for both horizontal and cyclic transport. We capture these processes by deriving the cumulant generating function of the system, which characterizes both horizontal and cyclic transport in the long time limit. First, we show that either the horizontal or the cyclic currents, along with their higher-order cumulants, can be used to unravel the intrinsic structure and parameters of the model. Second, we investigate the "zero current" situation, in which the horizontal current vanishes. We find that fluctuations of the horizontal current reveal the nonequilibrium condition at intermediate bias, while the cyclic current remains nonzero throughout. We also show that in nonequilibrium scenarios close to the zero horizontal current limit, the entropy production rate is more tightly lower-bounded by the relative noise of the cyclic current, and vice versa. Finally, simulations of transport before the steady state sets in allow for the extraction of the interchain hopping rate. Our study, illustrating the information concealed in fluctuations, could see applications in chemical networks, cellular processes, and charge and energy transport materials.

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具有水平和循环电流的随机行走。
本文构造了一个最小二链随机游走模型,并研究了通量和高累积量的波动所揭示的模型的结构、参数和是否在非平衡条件下运行的信息。两个耦合链允许水平和循环运输。我们通过推导系统的累积生成函数来捕捉这些过程,该函数在长时间限制下具有水平和循环输运的特征。首先,我们证明了水平流或循环流,以及它们的高阶累积量,都可以用来揭示模型的内在结构和参数。其次,我们研究了“零电流”情况,在这种情况下,水平电流消失。我们发现水平电流的波动揭示了中间偏置时的非平衡状态,而循环电流始终保持非零状态。我们还表明,在接近零水平电流极限的非平衡情况下,熵产生率更紧密地受到循环电流相对噪声的下限限制,反之亦然。最后,在稳态设置之前的输运模拟允许提取链间跳变率。我们的研究说明了隐藏在波动中的信息,可以应用于化学网络、细胞过程以及电荷和能量传输材料。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Physical review. E
Physical review. E 物理-物理:流体与等离子体
CiteScore
4.60
自引率
16.70%
发文量
0
审稿时长
3.3 months
期刊介绍: Physical Review E (PRE), broad and interdisciplinary in scope, focuses on collective phenomena of many-body systems, with statistical physics and nonlinear dynamics as the central themes of the journal. Physical Review E publishes recent developments in biological and soft matter physics including granular materials, colloids, complex fluids, liquid crystals, and polymers. The journal covers fluid dynamics and plasma physics and includes sections on computational and interdisciplinary physics, for example, complex networks.
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