Time-series learning of latent-space dynamics for reduced-order model closure

Romit Maulik, Arvind Mohan, Bethany Lusch +3

We study the performance of long short-term memory networks (LSTMs) and neural ordinary differential equations (NODEs) in learning latent-space representations of dynamical equatio…