Recognition Models to Learn Dynamics from Partial Observations with Neural ODEs

Mona Buisson-Fenet, Valery Morgenthaler, Sebastian Trimpe +1

Identifying dynamical systems from experimental data is a notably difficult task. Prior knowledge generally helps, but the extent of this knowledge varies with the application, and…