Nonlinear embeddings for conserving Hamiltonians and other quantities with Neural Galerkin schemes

Paul Schwerdtner, Philipp Schulze, Jules Berman +1

This work focuses on the conservation of quantities such as Hamiltonians, mass, and momentum when solution fields of partial differential equations are approximated with nonlinear…