Erik Lien Bolager

New methods streamline dictionary learning for kernel methods in dynamical systems and regression

Researchers have developed a new method to streamline kernel learning for approximating Koopman operators in nonlinear dynamical systems. This approach extends dictionary learning to kernel EDMD, enabling gradient-based…