Accelerating Neural ODEs Using Model Order Reduction

Mikko Lehtimäki, Lassi Paunonen, Marja-Leena Linne

Embedding nonlinear dynamical systems into artificial neural networks is a powerful new formalism for machine learning. By parameterizing ordinary differential equations (ODEs) as…