SNF-ROM: Projection-based nonlinear reduced order modeling with smooth neural fields

Vedant Puri, Aviral Prakash, Levent Burak Kara +1

Reduced order modeling lowers the computational cost of solving PDEs by learning a low-order spatial representation from data and dynamically evolving these representations using m…