Irreversible Boltzmann samplers in dense liquids: Weak-coupling approximation and mode-coupling theory

IF 2.4 3区 物理与天体物理 Q1 Mathematics Physical review. E Pub Date : 2024-09-17 DOI:10.1103/physreve.110.034604
Federico Ghimenti, Ludovic Berthier, Grzegorz Szamel, Frédéric van Wijland
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Abstract

Exerting a nonequilibrium drive on an otherwise equilibrium Langevin process brings the dynamics out of equilibrium but can also speed up the approach to the Boltzmann steady state. Transverse forces are a minimal framework to achieve dynamical acceleration of the Boltzmann sampling. We consider a simple liquid in three space dimensions subjected to additional transverse pairwise forces, and quantify the extent to which transverse forces accelerate the dynamics. We first explore the dynamics of a tracer in a weak coupling regime describing high temperatures. The resulting acceleration is correlated with a monotonous increase of the magnitude of odd transport coefficients (mobility and diffusivity) with the amplitude of the transverse drive. We then develop a nonequilibrium version of the mode-coupling theory able to capture the effect of transverse forces, and more generally of forces created by additional degrees of freedom. Based on an analysis of transport coefficients, both odd and longitudinal, both for the collective modes and for a tracer particle, we find a systematic acceleration of the dynamics. Quantitatively, the gain, which is guaranteed throughout the ergodic phase, turns out to be a decreasing function of temperature beyond a temperature crossover, in particular as the glass transition is approached. Our theoretical results are in good agreement with available numerical results.

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致密液体中的不可逆玻尔兹曼采样器:弱耦合近似和模式耦合理论
对一个原本平衡的朗格文过程施加非平衡驱动力,会使其动力学脱离平衡状态,但也能加速其接近玻尔兹曼稳态。横向力是实现玻尔兹曼取样动态加速的最小框架。我们考虑了三维空间中受到额外横向成对力作用的简单液体,并量化了横向力加速动力学的程度。我们首先探讨了在描述高温的弱耦合体系中示踪剂的动力学。由此产生的加速与奇数输运系数(迁移率和扩散率)随横向驱动力振幅的单调增加相关。然后,我们发展了一种非平衡版本的模耦合理论,它能够捕捉横向力的影响,以及更普遍的由额外自由度产生的力的影响。基于对集体模态和示踪粒子的奇数和纵向传输系数的分析,我们发现了动力学的系统加速。从数量上看,增益在整个遍历阶段都得到了保证,但在温度交叉之后,增益变成了温度的递减函数,特别是在接近玻璃化转变时。我们的理论结果与现有的数值结果非常吻合。
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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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