Neural Laplace: Learning diverse classes of differential equations in the Laplace domain

Samuel Holt, Zhaozhi Qian, Mihaela van der Schaar

Neural Ordinary Differential Equations model dynamical systems with ODEs learned by neural networks. However, ODEs are fundamentally inadequate to model systems with long-range dep…