93 citations · 96 across the 4 of their papers we have counts for
Showing math.DSShow all
2 papers · 1 filter
math.DS2023★ 2 cited
Learnability of Linear Port-Hamiltonian Systems
Juan-Pablo Ortega, Daiying Yin
A complete structure-preserving learning scheme for single-input/single-output (SISO) linear port-Hamiltonian systems is proposed. The construction is based on the solution, when p…
math.DS2023
Expressiveness and Structure Preservation in Learning Port-Hamiltonian Systems
Juan-Pablo Ortega, Daiying Yin
A well-specified parametrization for single-input/single-output (SISO) linear port-Hamiltonian systems amenable to structure-preserving supervised learning is provided. The constru…