A central limit theorem for stochastic heat equation
Speaker:
Jingyu Huang, University of Birmingham
Date and Time:
Thursday, June 13, 2019 - 4:15pm to 5:00pm
Location:
Fields Institute, Room 230
Abstract:
We study the stochastic heat equation on the real line
∂u∂t=12∂2u∂x2+σ(u)˙W
(where ˙W is a space time white noise and σ is differentiable with a bounded derivative). The main result of this talk is that: the spatial integral ∫R−Ru(t,x)dx converges to a Gaussian distribution as R→∞, after renormalization. It is proved using Stein's method and Malliavin calculus, which will be introduced in the talk. This result is based on a joint work with Nualart and Viitasaari.