Exponential Contraction for Underdamped Langevin Diffusions with Superlinear Forces

Shan Huang, Xiaoyue Li

Underdamped Langevin diffusions model kinetic sampling and thermally driven inertial dynamics, but quantitative convergence becomes difficult when degenerate noise is coupled with…