Superdiffusion in stochastic processes with long-range memory.

IF 2.5 3区 物理与天体物理 Q2 PHYSICS, FLUIDS & PLASMAS
S S Melnyk, V A Yampol'skii, O V Usatenko
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引用次数: 0

Abstract

We investigate non-Markovian stochastic processes with long-range temporal memory described by a generalized Langevin (Mori-Zwanzig) equation with a power-law memory kernel. Special attention is paid to the critical regime where the system parameters lie on the boundary separating stable and unstable dynamics, leading to diffusionlike behavior with memory. We derive analytical expressions for the asymptotic behavior of the process and show that, under appropriate conditions on the memory kernel, the system exhibits superdiffusive scaling. In particular, we establish an explicit relation between the exponent of the power-law memory kernel and the growth rate of the variance. Analytical predictions are supported by numerical simulations, confirming the emergence of superdiffusive regimes in systems with long-range memory.

具有长程记忆的随机过程中的超扩散。
研究了具有长时记忆的非马尔可夫随机过程,该随机过程由一个具有幂律记忆核的广义Langevin (Mori-Zwanzig)方程描述。特别注意系统参数位于分离稳定和不稳定动力学的边界上的临界状态,导致具有记忆的类扩散行为。我们导出了过程渐近行为的解析表达式,并证明了在适当的内存核条件下,系统表现出超扩散标度。特别地,我们建立了幂律记忆核的指数与方差增长率之间的显式关系。数值模拟支持了分析预测,证实了在具有长程记忆的系统中超扩散状态的出现。
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 PHYSICS, FLUIDS & PLASMASPHYSICS, MATHEMAT-PHYSICS, MATHEMATICAL
CiteScore
4.50
自引率
16.70%
发文量
2110
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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