SIPHy: Sparse identification of port-Hamiltonian systems from noisy data

Håkon Noren Myhr, Sølve Eidnes, J. Nathan Kutz

We propose sparse identification of port-Hamiltonian systems (SIPHy), enabling structure-preserving symbolic regression from noisy trajectory observations. The method applies to po…