Nonparametric estimation of homogenized invariant measures from multiscale data via Hermite expansion

Jaroslav I. Borodavka, Max Hirsch, Sebastian Krumscheid +1

We consider the problem of density estimation in the context of multiscale Langevin diffusion processes, where a single-scale homogenized surrogate model can be derived. In particu…