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Rough Stochastic PDEs

delete2011-07-20
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Martin Hairer *
DOI:10.1002/cpa.20383delete
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Abstract

Abstract

En 中文
In this article, we show how the theory of rough paths can be used to provide a notion of solution to a class of nonlinear stochastic PDEs of Burgers type that exhibit too-high spatial roughness for classical analytical methods to apply. In fact, the class of SPDEs that we consider is genuinely ill-posed in the sense that different approximations to the nonlinearity may converge to different limits. Using rough path theory, a pathwise notion of solution to these SPDEs is formulated, and we show that this yields a well-posed problem that is stable under a large class of perturbations, including the approximation of the rough-driving noise by a mollified version and the addition of hyperviscosity. We also show that under certain structural assumptions on the coefficients, the SPDEs under consideration generate a reversible Markov semigroup with respect to a diffusion measure that can be given explicitly. (C) 2011 Wiley Periodicals, Inc.
Keywords:
DIFFERENTIAL-EQUATIONS DRIVEN
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Journal

Communications on Pure and Applied Mathematics cover
Communications on Pure and Applied Mathematics
IF:
2.7
Papers:
1.5K
Citations:
1.1W

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