Learning Subsystem Dynamics in Nonlinear Systems via Port-Hamiltonian Neural Networks

G. J. E. van Otterdijk, S. Moradi, S. Weiland +3

Port-Hamiltonian neural networks (pHNNs) are emerging as a powerful modeling tool that integrates physical laws with deep learning techniques. While most research has focused on mo…