Well-posedness of kinetic McKean-Vlasov equations
Andrea Pascucci, Alessio Rondelli

TL;DR
This paper proves the well-posedness of a class of degenerate kinetic McKean-Vlasov equations with law-dependent coefficients under H"older continuity and a weak H"ormander condition, using a novel, PDE-free approach.
Contribution
It establishes the existence and uniqueness of solutions for a previously unaddressed class of kinetic McKean-Vlasov equations with law-dependent diffusion.
Findings
Proved well-posedness under H"older and weak H"ormander conditions.
Introduced a PDE-free proof technique based on sub-Riemannian geometry.
Filled a gap in the theory of kinetic McKean-Vlasov equations with law-dependent coefficients.
Abstract
We consider the McKean-Vlasov equation where is the law of . We specifically consider the kinetic case, where the equation is degenerate because the dimension of the Brownian motion is strictly smaller than that of the solution , as commonly required in classical models of collisional kinetic theory. Assuming H\"older continuous coefficients and a weak H\"ormander condition, we prove the well-posedness of the equation. This result advances the existing literature by filling a crucial gap: it addresses the previously unexplored case where the diffusion coefficient depends on the law . Notably, our proof employs a simplified and direct argument eliminating the need for PDEs involving derivatives with respect to the measure argument. A critical ingredient is the sub-Riemannian metric structure…
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
TopicsAdvanced Thermodynamics and Statistical Mechanics · Mathematical Biology Tumor Growth · Gas Dynamics and Kinetic Theory
