Augmenting Neural Differential Equations to Model Unknown Dynamical Systems with Incomplete State Information

Robert Strauss

Neural Ordinary Differential Equations replace the right-hand side of a conventional ODE with a neural net, which by virtue of the universal approximation theorem, can be trained t…