Discretisations of rough stochastic PDEs

Citation
M. Hairer, et K. Matetski,, Discretisations of rough stochastic PDEs, Annals of probability (Online) , 46(3), 2018, pp. 1651-1709
ISSN journal
2168894X
Volume
46
Issue
3
Year of publication
2018
Pages
1651 - 1709
Database
ACNP
SICI code
Abstract
We develop a general framework for spatial discretisations of parabolic stochastic PDEs whose solutions are provided in the framework of the theory of regularity structures and which are functions in time. As an application, we show that the dynamical .43 model on the dyadic grid converges after renormalisation to its continuous counterpart. This result in particular implies that, as expected, the .43 measure with a sufficiently small coupling constant is invariant for this equation and that the lifetime of its solutions is almost surely infinite for almost every initial condition.