Learning Closure of Dynamical Systems with Kernel Ridge Regression

Evan Habbershaw, John Harlim, Senwei Liang

We develop a closure modeling framework for identifying missing components of dynamical systems using Kernel Ridge Regression (KRR). The framework addresses two classes of closure…