Learning Deterministic and Stochastic Forced Hamiltonian Systems

Benedikt Brantner, Tomasz Tyranowski

We develop a geometric framework for learning deterministic and stochastic forced Hamiltonian systems with neural networks. Motivated by the Lagrange-d'Alembert principle and the t…