Learning solution operator of dynamical systems with diffusion maps kernel ridge regression

Jiwoo Song, Daning Huang, John Harlim

In this work, we propose a simple kernel ridge regression (KRR) framework with a dynamic-aware validation strategy for long-term prediction of complex dynamical systems. By employi…