Kinetically Consistent Coarse Graining using Kernel-based Extended Dynamic Mode Decomposition

Vahid Nateghi, Feliks Nüske

In this paper, we show how kernel-based models for the Koopman generator -- the gEDMD method -- can be used to identify coarse-grained dynamics on reduced variables, which retain t…