Learning physics-based reduced-order models from data using nonlinear manifolds

Rudy Geelen, Laura Balzano, Stephen Wright +1

We present a novel method for learning reduced-order models of dynamical systems using nonlinear manifolds. First, we learn the manifold by identifying nonlinear structure in the d…