Choice of Damping Coefficient in Langevin Dynamics (2106.11597v1)

Published 22 Jun 2021 in stat.CO

Abstract: This article considers the application of Langevin dynamics to sampling and investigates how to choose the damping parameter in Langevin dynamics for the purpose of maximizing thoroughness of sampling. Also, it considers the computation of measures of sampling thoroughness.