@article{PhysRevE.104.034312, title = {Port-Hamiltonian neural networks for learning explicit time-dependent dynamical systems}, author = {Desai, Shaan A. and Mattheakis, Marios and Sondak, David and Protopapas, Pavlos and Roberts, Stephen J.}, journal = {Phys. Rev. E}, volume = {104}, issue = {3}, pages = {034312}, numpages = {10}, year = {2021}, month = {Sep}, publisher = {American Physical Society}, doi = {10.1103/PhysRevE.104.034312}, url = {https://link.aps.org/doi/10.1103/PhysRevE.104.034312} }