Non-intrusive Nonlinear Model Reduction via Machine Learning Approximations to Low-dimensional Operators

Zhe Bai, Liqian Peng

Although projection-based reduced-order models (ROMs) for parameterized nonlinear dynamical systems have demonstrated exciting results across a range of applications, their broad a…