Neural delay differential equations: learning non-Markovian closures for partially known dynamical systems

Thibault Monsel, Onofrio Semeraro, Lionel Mathelin +1

Recent advances in learning dynamical systems from data have shown significant promise. However, many existing methods assume access to the full state of the system -- an assumptio…