Fast-Slow Neural Networks for Learning Singularly Perturbed Dynamical Systems

Daniel A. Serino, Allen Alvarez Loya, Joshua W. Burby +2

Singularly perturbed dynamical systems play a crucial role in climate dynamics and plasma physics. A powerful and well-known tool to address these systems is the Fenichel normal fo…