Lévy flights as an emergent phenomenon in a spatially extended system

IF 2.9 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Chunxi Jiao, Georg A. Gottwald
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引用次数: 0

Abstract

Anomalous diffusion and Lévy flights, which are characterized by the occurrence of random discrete jumps of all scales, have been observed in a plethora of natural and engineered systems, ranging from the motion of molecules to climate signals. Mathematicians have recently unveiled mechanisms to generate anomalous diffusion, both stochastically and deterministically. However, there exists to the best of our knowledge no explicit example of a spatially extended system which exhibits anomalous diffusion without being explicitly driven by Lévy noise. We show here that the Landau–Lifshitz–Gilbert equation, a stochastic partial differential equation (SPDE), despite only being driven by Gaussian white noise, exhibits superdiffusive behaviour. The anomalous diffusion is an entirely emergent behaviour and manifests itself in jumps in the location of its travelling front solution. Using a collective coordinate approach, we reduce the SPDE to a set of stochastic differential equations driven by Gaussian white noise. This allows us to identify the mechanism giving rise to the anomalous diffusion as random widening events of the front interface.
在一个空间扩展系统中,柳青飞行是一种紧急现象
在从分子运动到气候信号的众多自然和工程系统中,已经观察到以各种尺度的随机离散跳跃为特征的异常扩散和lims飞行。数学家们最近揭示了产生异常扩散的机制,既有随机性,也有确定性。然而,据我们所知,没有一个明确的例子表明,一个空间扩展系统在没有明确的lsamvy噪声驱动的情况下表现出异常扩散。我们在这里展示了Landau-Lifshitz-Gilbert方程,一个随机偏微分方程(SPDE),尽管仅由高斯白噪声驱动,却表现出超扩散行为。反常扩散是一种完全紧急的行为,表现为其行进锋解位置的跳变。利用集体坐标方法,我们将SPDE简化为一组由高斯白噪声驱动的随机微分方程。这使我们能够将引起异常扩散的机制确定为前界面的随机扩大事件。
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
CiteScore
6.40
自引率
5.70%
发文量
227
审稿时长
3.0 months
期刊介绍: Proceedings A has an illustrious history of publishing pioneering and influential research articles across the entire range of the physical and mathematical sciences. These have included Maxwell"s electromagnetic theory, the Braggs" first account of X-ray crystallography, Dirac"s relativistic theory of the electron, and Watson and Crick"s detailed description of the structure of DNA.
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