Second Order Ensemble Langevin Method for Sampling and Inverse Problems

Ziming Liu, Andrew M. Stuart, Yixuan Wang

We propose a sampling method based on an ensemble approximation of second order Langevin dynamics. The log target density is appended with a quadratic term in an auxiliary momentum…