Port-Hamiltonian Neural Networks with Output Error Noise Models

Sarvin Moradi, Gerben I. Beintema, Nick Jaensson +2

Hamiltonian neural networks (HNNs) represent a promising class of physics-informed deep learning methods that utilize Hamiltonian theory as foundational knowledge within neural net…