Gaussian fluctuations for the stochastic heat equation with colored noise

被引:1
作者
Jingyu Huang
David Nualart
Lauri Viitasaari
Guangqu Zheng
机构
[1] University of Birmingham,School of Mathematics
[2] University of Kansas,Department of Mathematics
[3] University of Helsinki,Department of Mathematics and Statistics
来源
Stochastics and Partial Differential Equations: Analysis and Computations | 2020年 / 8卷
关键词
Stochastic heat equation; Central limit theorem; Malliavin calculus; Stein’s method; 60H15; 60H07; 60G15; 60F05;
D O I
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中图分类号
学科分类号
摘要
In this paper, we present a quantitative central limit theorem for the d-dimensional stochastic heat equation driven by a Gaussian multiplicative noise, which is white in time and has a spatial covariance given by the Riesz kernel. We show that the spatial average of the solution over an Euclidean ball is close to a Gaussian distribution, when the radius of the ball tends to infinity. Our central limit theorem is described in the total variation distance, using Malliavin calculus and Stein’s method. We also provide a functional central limit theorem.
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页码:402 / 421
页数:19
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