Probability Versions of Li-Yau Type Inequalities and Applications
Feng-Yu Wang, Li-Juan Cheng

TL;DR
This paper develops probabilistic versions of Li-Yau inequalities for diffusion semigroups on manifolds with boundaries, providing new estimates that extend previous results and offering a simpler proof technique using stochastic analysis.
Contribution
It introduces probabilistic Li-Yau inequalities on manifolds with boundary, incorporating curvature and boundary conditions, and simplifies the proof method compared to traditional maximum principle approaches.
Findings
Derived explicit probabilistic Li-Yau inequalities involving curvature and boundary bounds.
Extended global and local estimates to manifolds with boundary, improving existing results.
Provided a more straightforward stochastic analysis proof technique.
Abstract
By using stochastic analysis, two probability versions of Li-Yau type inequalities are established for diffusion semigroups on a manifold possibly with (non-convex) boundary. The inequalities are explicitly given by the Bakry-Emery curvature-dimension, as well as the lower bound of the second fundamental form if the boundary exists. As applications, a number of global and local estimates are presented, which extend or improve existing ones derived for manifolds without boundary. Compared with the maximum principle technique developed in the literature, the probabilistic argument we used is more straightforward and hence considerably simpler.
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
TopicsProbability and Risk Models · Analytic Number Theory Research · Mathematics and Applications
