Learning how complex dynamical systems evolve over time is a key challen...
Differential equations in general and neural ODEs in particular are an
e...
Gaussian processes are an important regression tool with excellent analy...
Stochastic differential equations are an important modeling class in man...
Parameter inference in ordinary differential equations is an important
p...
Parameter identification and comparison of dynamical systems is a challe...