I principally work on geometric aspects of diffusion equations, with applications to analyzing the stochastic dynamics of diffusion models & Langevin-based samplers. Interests include stochastic analysis on manifolds, Langevin sampling, score-based diffusion models and their geometric regularity (or lack thereof).