PRNov 8, 2010
Spatial Besov Regularity for Stochastic Partial Differential Equations on Lipschitz DomainsPetru A. Cioica, Stephan Dahlke, Stefan Kinzel et al.
We use the scale of Besov spaces B^α_{τ,τ}(O), α>0, 1/τ=α/d+1/p, p fixed, to study the spatial regularity of the solutions of linear parabolic stochastic partial differential equations on bounded Lipschitz domains O\subset R^d. The Besov smoothness determines the order of convergence that can be achieved by nonlinear approximation schemes. The proofs are based on a combination of weighted Sobolev estimates and characterizations of Besov spaces by wavelet expansions.