Hypocoercivity and global hypoellipticity for the kinetic Fokker-Planck equation in $H^k$ spaces
Chaoen Zhang

TL;DR
This paper extends hypocoercivity and hypoellipticity results for the kinetic Fokker-Planck equation from $H^1$ to higher Sobolev spaces, introducing modified norms and applying to mean-field models like the Curie-Weiss.
Contribution
It develops a new method to establish hypocoercivity in $H^k$ spaces by modifying norms with mixed terms, and applies these results to mean-field models, including the Curie-Weiss.
Findings
Optimal regularity estimates in short time.
Extension of hypocoercivity to higher Sobolev spaces.
Application to mean-field models like Curie-Weiss.
Abstract
The purpose of this paper is to extend the hypocoercivity results for the kinetic Fokker-Planck equation in space in Villani's memoir \cite{Villani} to higher order Sobolev spaces. As in the and setting, there is lack of coercivity in for the associated operator. To remedy this issue, we shall modify the usual norm with certain well-chosen mixed terms and with suitable coefficients which are constructed by induction on . In parallel, a similar strategy but with coefficients depending on time (c.f. \cite{Herau}), usually referred as H\'erau's method, can be employed to prove global hypoellipticity in . The exponents in our regularity estimates are optimal in short time. Moreover, as in our recent work \cite{GLWZ}, the general results here can be applied in the mean-field setting to get estimates independent of the dimension; in particular, an…
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.
