Data-driven Prediction of General Hamiltonian Dynamics via Learning Exactly-Symplectic Maps

no code implementations • 9 Mar 2021 • Renyi Chen, Molei Tao

For this special case, both generic approaches based on learning the vector field of the latent ODE and specialized approaches based on learning the Hamiltonian that generates the vector field exist.

Numerical Integration Time Series Analysis