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
\begin{equation*}\frac{\partial u}{\partial t} = \frac12 \frac{\partial^2 u}{\partial x^2} + \sigma(u) \dot{W}\end{equation*}
(where $\dot{W}$ is a space time white noise and $\sigma$ is differentiable with a bounded derivative). The main result of this talk is that: the spatial integral $\int_{-R}^R u(t,x) dx$ converges to a Gaussian distribution as $R \to \infty$, 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.