Learning nonparametric differential equations with operator-valued kernels and gradient matching

Markus Heinonen, Florence d'Alché-Buc

Modeling dynamical systems with ordinary differential equations implies a mechanistic view of the process underlying the dynamics. However in many cases, this knowledge is not avai…