Deep Diffeomorphic Normalizing Flows
Machine Learning of Linear Differential Equations using Gaussian Processes
General solutions for nonlinear differential equations: a deep reinforcement learning approach
Discovering governing equations from data by sparse identification of nonlinear dynamical systems.
A Constrained Backpropagation Approach for the Adaptive Solution of Partial Differential Equations
Auxiliary Guided Autoregressive Variational Autoencoders