Port-Hamiltonian Neural Networks: From Theory to Simulation of Interconnected Stochastic Systems

Luca Di Persio, Matthias Ehrhardt, Youness Outaleb +1

This work introduces a new framework integrating port-Hamiltonian systems (PHS) and neural network architectures. This framework bridges the gap between deterministic and stochasti…