Nonlinear port-Hamiltonian system identification from input-state-output data (ISO-pHNN)

Karim Cherifi, Achraf El Messaoudi, Hannes Gernandt +1

In this paper, we introduce a framework called ISO-pHNN for identifying nonlinear port-Hamiltonian systems using input-state-output data. The framework utilizes neural networks' un…