Variational approximation for Fokker-Planck equation on Riemannian manifold

Xicheng Zhang*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

3 Citations (Scopus)

Abstract

Under the bounded geometry assumption on Riemannian manifold M, a variational approximation for Fokker-Planck equation on M is constructed by the scheme of Jordan et al. in SIAM J Math Anal 29(1):1-17, 1998. Moreover, the uniqueness and global L p -estimate of the solution for 1 < p < dim(M)/(dim(M) - 1) are obtained for a broad class of potential.

Original languageEnglish
Pages (from-to)519-539
Number of pages21
JournalProbability Theory and Related Fields
Volume137
Issue number3-4
DOIs
Publication statusPublished - Mar 2007
Externally publishedYes

Keywords

  • Fokker-Planck equation
  • Free energy
  • Gradient flow
  • Heat kernel
  • Wasserstein metric

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