Sharp Gaussian regularity on the circle, and applications to the fractional stochastic heat equation March 29, 2004 1 Introduction This article has two purposes: to present a sharp regularity theory for Gaussian fields on the unit circle S1, and to apply this theory to formulate a spatial regularity theory for the stochastic heat equation (SHE). In this introduction, we describe the results that we aim at, and the road that we take to achieve them. We have in mind the equation ∂X ∂t (t, x) = ∆xX (t, x) + ∂B ∂t (t, x) : x ? S1; t ? [0, 1]; u (0, x) = 0, (1) where B is a Gaussian field on [0, 1] ? S1 whose behavior in time is that of fractional Brownian motion (fBm) with any parameter H ? (0, 1), and whose behavior in space is homogeneous, and can be completely arbitrary within that restriction. By “regularity theory” for a Gaussian field Y we mean a characterization of almost- sure modulus of continuity for Y that can be written using information about Y 's covari- ance. We seek necessary and sufficient conditions whenever possible, hence the use of the word “characterization”. By “spatial regularity theory” for the stochastic heat equation, we mean a characerization of the almost-sure modulus of continuity for the equation's solu- tion in its space parameter x ? S1, that can be written using
- necessary
- dimensional situations
- single gaussian field
- gaussian field
- gaussian random
- gaussian regularity
- without loss
- additive gaussian fractional
- higer-dimensional spaces
- nearly necessary