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Evolutionary $\Gamma$-convergence of entropic gradient flow structures for Fokker-Planck equations in multiple dimensions

Analysis of PDEs 2020-08-26 v1 Numerical Analysis Numerical Analysis

Abstract

We consider finite-volume approximations of Fokker-Planck equations on bounded convex domains in Rd\mathbb{R}^d and study the corresponding gradient flow structures. We reprove the convergence of the discrete to continuous Fokker-Planck equation via the method of Evolutionary Γ\Gamma-convergence, i.e., we pass to the limit at the level of the gradient flow structures, generalising the one-dimensional result obtained by Disser and Liero. The proof is of variational nature and relies on a Mosco convergence result for functionals in the discrete-to-continuum limit that is of independent interest. Our results apply to arbitrary regular meshes, even though the associated discrete transport distances may fail to converge to the Wasserstein distance in this generality.

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Cite

@article{arxiv.2008.10962,
  title  = {Evolutionary $\Gamma$-convergence of entropic gradient flow structures for Fokker-Planck equations in multiple dimensions},
  author = {Dominik Forkert and Jan Maas and Lorenzo Portinale},
  journal= {arXiv preprint arXiv:2008.10962},
  year   = {2020}
}

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33 pages