Physics-Informed Learning Using Hamiltonian Neural Networks with Output Error Noise Models. - Sarvin Moradi; Nick Jaensson; Roland Tóth; Maarten Schoukens (CoRR, 2023)

Learning Subsystem Dynamics in Nonlinear Systems via Port-Hamiltonian Neural Networks. - G. J. E. van Otterdijk; Sarvin Moradi; Siep Weiland; Roland Tóth; Nick Jaensson; Maarten Schoukens (CoRR, 2024)

Port-Hamiltonian Neural Networks with Output Error Noise Models. - Sarvin Moradi; Gerben Izaak Beintema; Nick Jaensson; Roland Tóth; Maarten Schoukens (CoRR, 2025)