Learning Koopman eigenfunctions of stochastic diffusions with optimal importance sampling and ISOKANN

Alexander Sikorski, Enric Ribera Borrell, Marcus Weber

For stochastic diffusion processes the dominant eigenfunctions of the corresponding Koopman operator contain important information about the slow-scale dynamics, that is, about the…