Symplectic Momentum Neural Networks -- Using Discrete Variational Mechanics as a prior in Deep Learning

1 code implementation • 20 Jan 2022 • Saul Santos, Monica Ekal, Rodrigo Ventura

The combination of such formulation leads SyMos to be constrained towards preserving important geometric structures such as momentum and a symplectic form and learn from limited data.