Levy flights as an emergent phenomenon in a spatially extended system

被引:2
作者
Jiao, Chunxi [1 ]
Gottwald, Georg A. [2 ]
机构
[1] Rhein Westfal TH Aachen, Lehrstuhl Angew Anal, D-52062 Aachen, Germany
[2] Univ Sydney, Sch Math & Stat, Sydney, NSW 2006, Australia
来源
PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES | 2023年 / 479卷 / 2278期
基金
澳大利亚研究理事会;
关键词
anomalous diffusion; Levy flights; stochastic partial differential equations; stochastic Landau-Lifshitz-Gilbert equation; CENTRAL-LIMIT-THEOREM; ALPHA-STABLE NOISE; ANOMALOUS DIFFUSION; WEAK-CONVERGENCE; TRAVELING-WAVES; SEARCH PATTERNS; LAWS; PARAMETERS; EQUATIONS; FRAMEWORK;
D O I
10.1098/rspa.2023.0349
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Anomalous diffusion and Levy 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 Levy 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.
引用
收藏
页数:16
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