Central limit theorems for spatial averages of the stochastic heat equation via Malliavin-Stein's method

被引:13
作者
Chen, Le [1 ]
Khoshnevisan, Davar [2 ]
Nualart, David [3 ]
Pu, Fei [4 ]
机构
[1] Emory Univ, Atlanta, GA 30322 USA
[2] Univ Utah, Salt Lake City, UT USA
[3] Univ Kansas, Lawrence, KS 66045 USA
[4] Beijing Normal Univ, Beijing, Peoples R China
来源
STOCHASTICS AND PARTIAL DIFFERENTIAL EQUATIONS-ANALYSIS AND COMPUTATIONS | 2023年 / 11卷 / 01期
关键词
Stochastic heat equation; Ergodicity; Central limit theorem; Malliavin calculus; Stein's method; VARIABLES; PRINCIPLE; DRIVEN;
D O I
10.1007/s40072-021-00224-8
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Suppose that {u(t, x))(t>0,x is an element of R)d is the solution to a d-dimensional stochastic heat equation driven by a Gaussian noise that is white in time and has a spatially homogeneous covariance that satisfies Dalang's condition. The purpose of this paper is to establish quantitative central limit theorems for spatial averages of the form N--(d) integral[0,N](d) g(u(t, x)) dx, as N -> infinity, where g is a Lipschitz-continuous function or belongs to a class of locally-Lipschitz functions, using a combination of the Malliavin calculus and Stein's method for normal approximations. Our results include a central limit theorem for the Hopf-Cole solution to KPZ equation. We also establish a functional central limit theorem for these spatial averages.
引用
收藏
页码:122 / 176
页数:55
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