Logarithmic Sobolev inequalities: regularizing effect of L\'evy operators and asymptotic convergence in the L\'evy-Fokker-Planck equation
Ivan Gentil (CEREMADE), Cyril Imbert (CEREMADE)

TL;DR
This paper explores how Lévý logarithmic Sobolev inequalities influence the regularity of solutions to fractional heat equations and the long-term behavior of Lévý-Ornstein-Uhlenbeck processes.
Contribution
It applies Lévý logarithmic Sobolev inequalities to analyze regularity and asymptotic convergence in fractional heat equations and Lévý stochastic processes.
Findings
Enhanced understanding of solution regularity for fractional heat equations
Insights into the asymptotic behavior of Lévý-Ornstein-Uhlenbeck processes
Application of inequalities to stochastic process convergence
Abstract
In this paper we study some applications of the L\'evy logarithmic Sobolev inequality to the study of the regularity of the solution of the fractal heat equation, i. e. the heat equation where the Laplacian is replaced with the fractional Laplacian. It is also used to the study of the asymptotic behaviour of the L\'evy-Ornstein-Uhlenbeck process.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsNonlinear Partial Differential Equations · Numerical methods in inverse problems · Spectral Theory in Mathematical Physics
