A probabilistic study of the kinetic Fokker-Planck equation in cylindrical domains
Tony Leli\`evre, Mouad Ramil, Julien Reygner

TL;DR
This paper provides a probabilistic analysis of the kinetic Fokker-Planck equation in cylindrical domains, including boundary behavior, transition densities, and inequalities, to understand Langevin diffusion in metastable states.
Contribution
It introduces a probabilistic representation of solutions, establishes a Harnack inequality, and analyzes the transition density for the kinetic Fokker-Planck equation with absorbing boundaries.
Findings
Existence of a smooth transition density with Gaussian upper bounds
Harnack inequality and maximum principle for solutions
Continuity and positivity of the transition density at the boundary
Abstract
We consider classical solutions to the kinetic Fokker-Planck equation on a bounded domain in position, and we obtain a probabilistic representation of the solutions using the Langevin diffusion process with absorbing boundary conditions on the boundary of the phase-space cylindrical domain . Furthermore, a Harnack inequality, as well as a maximum principle, is provided on for solutions to this kinetic Fokker-Planck equation, together with the existence of a smooth transition density for the associated absorbed Langevin process. This transition density is shown to satisfy an explicit Gaussian upper-bound. Finally, the continuity and positivity of this transition density at the boundary of is also studied. All these results are in particular crucial to study the behavior of the Langevin diffusion process when it…
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
TopicsDiffusion and Search Dynamics · Advanced Thermodynamics and Statistical Mechanics · Mathematical Biology Tumor Growth
