Learning Differential Equations that are Easy to Solve

Jacob Kelly, Jesse Bettencourt, Matthew James Johnson +1

Differential equations parameterized by neural networks become expensive to solve numerically as training progresses. We propose a remedy that encourages learned dynamics to be eas…