Capturing Actionable Dynamics with Structured Latent Ordinary Differential Equations

Paidamoyo Chapfuwa, Sherri Rose, Lawrence Carin +2

End-to-end learning of dynamical systems with black-box models, such as neural ordinary differential equations (ODEs), provides a flexible framework for learning dynamics from data…