Approach to nonequilibrium: From anomalous to Brownian diffusion via non-Gaussianity

Recent progress in experimental techniques, such as single particle tracking, allows one to analyze both nonequilibrium properties and an approach to equilibrium. There are examples showing that processes occurring at finite timescales are distinctly different than their equilibrium counterparts. In this work, we analyze a similar problem of an approach to nonequilibrium. We consider an archetypal model of a nonequilibrium system consisting of a Brownian particle dwelling in a spatially periodic potential and driven by an external time-periodic force. We focus on a diffusion process and monitor its development in time. In the presented parameter regime, the excess kurtosis measuring the Gaussianity of the particle displacement distribution evolves in a non-monotonic way: first, it is negative (platykurtic form), next, it becomes positive (leptokurtic form), and then decays to zero (mesokurtic form). Despite the latter fact, diffusion in the long time limit is Brownian, yet non-Gaussian. Moreover, we discover a correlation between non-Gaussianity of the particle displacement distribution and transient anomalous diffusion behavior emerging for finite timescales.

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Publication Details

Journal
Chaos An Interdisciplinary Journal of Nonlinear Science
Published
2025-02-01
DOI
https://doi.org/10.1063/5.0243203
Citations
2
Primary Topic
stochastic dynamics and bifurcation
Type
article
Field-Weighted Citation Impact
2.65

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article

Approach to nonequilibrium: From anomalous to Brownian diffusion via non-Gaussianity

I. G. Marchenko, Jakub Spiechowicz, J. Łuczka, I. I. Marchenko
2 citations
Chaos An Interdisciplinary Journal of Nonlinear Science
stochastic dynamics and bifurcation
2.65
article

Approach to nonequilibrium: From anomalous to Brownian diffusion via non-Gaussianity

I. G. Marchenko, Jakub Spiechowicz, J. Łuczka, I. I. Marchenko
article en
2 citations

Abstract

Recent progress in experimental techniques, such as single particle tracking, allows one to analyze both nonequilibrium properties and an approach to equilibrium. There are examples showing that processes occurring at finite timescales are distinctly different than their equilibrium counterparts. In this work, we analyze a similar problem of an approach to nonequilibrium. We consider an archetypal model of a nonequilibrium system consisting of a Brownian particle dwelling in a spatially periodic potential and driven by an external time-periodic force. We focus on a diffusion process and monitor its development in time. In the presented parameter regime, the excess kurtosis measuring the Gaussianity of the particle displacement distribution evolves in a non-monotonic way: first, it is negative (platykurtic form), next, it becomes positive (leptokurtic form), and then decays to zero (mesokurtic form). Despite the latter fact, diffusion in the long time limit is Brownian, yet non-Gaussian. Moreover, we discover a correlation between non-Gaussianity of the particle displacement distribution and transient anomalous diffusion behavior emerging for finite timescales.

Chaos An Interdisciplinary Journal of Nonlinear ScienceVol. 35(2)
Kharkiv Institute of Physics and Technology (UA), FZU ‒ Institute of Physics of the Academy of Sciences of the Czech Republic (CZ), National Technical University "Kharkiv Polytechnic Institute" (UA), University of Silesia in Katowice (PL)
Narodowe Centrum Nauki
Sustainable cities and communities
Openalex Percentile: Top 12%
stochastic dynamics and bifurcation
2.65
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Approach to nonequilibrium: From anomalous to Brownian diffusion via non-Gaussianity — I. G. Marchenko, Jakub Spiechowicz, et al. · Chaos An Interdisciplinary Journal of Nonlinear Science (2025) | TGRS Research Map | TGRS