English

Discretisations of rough stochastic PDEs

Probability 2017-07-26 v2 Analysis of PDEs Numerical Analysis

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 Φ34\Phi^4_3 model on the dyadic grid converges after renormalisation to its continuous counterpart. This result in particular implies that, as expected, the Φ34\Phi^4_3 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.

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Cite

@article{arxiv.1511.06937,
  title  = {Discretisations of rough stochastic PDEs},
  author = {Martin Hairer and Konstantin Matetski},
  journal= {arXiv preprint arXiv:1511.06937},
  year   = {2017}
}

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56 pages