A new framework for extracting coarse-grained models from time series with multiscale structure

Serafim Kalliadasis, Sebastian Krumscheid, Grigorios A. Pavliotis

In many applications it is desirable to infer coarse-grained models from observational data. The observed process often corresponds only to a few selected degrees of freedom of a h…