Central Limit Theorems and Moderate Deviations for Stochastic Reaction-Diffusion Lattice Systems

IF 1.3 3区 物理与天体物理 Q3 PHYSICS, MATHEMATICAL Journal of Statistical Physics Pub Date : 2024-01-28 DOI:10.1007/s10955-023-03229-w
Zhang Chen, Xiaoxiao Sun, Dandan Yang
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引用次数: 0

Abstract

This paper is concerned with the stochastic reaction-diffusion lattice systems defined on the entire set with both locally Lipschitz nonlinear drift and diffusion terms. The central limit theorem is derived for such infinite-dimensional stochastic systems. Moreover, the moderate deviation principle of solution processes is also established by the weak convergence method based on the variational representation of positive functionals of Brownian motion. The method relies on proving the convergence of the solutions of the controlled stochastic lattice systems.

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随机反应-扩散晶格系统的中心极限定理和适度偏差
本文关注的是定义在整个集合上的随机反应-扩散网格系统,其中既有局部利普希兹非线性漂移项,也有扩散项。推导出了此类无限维随机系统的中心极限定理。此外,还通过基于布朗运动正函数变分表示的弱收敛法建立了求解过程的适度偏差原理。该方法依赖于证明受控随机网格系统解的收敛性。
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来源期刊
Journal of Statistical Physics
Journal of Statistical Physics 物理-物理:数学物理
CiteScore
3.10
自引率
12.50%
发文量
152
审稿时长
3-6 weeks
期刊介绍: The Journal of Statistical Physics publishes original and invited review papers in all areas of statistical physics as well as in related fields concerned with collective phenomena in physical systems.
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