Tangent-Space Regularization for Neural-Network Models of Dynamical Systems

Fredrik Bagge Carlson, Rolf Johansson, Anders Robertsson

This work introduces the concept of tangent space regularization for neural-network models of dynamical systems. The tangent space to the dynamics function of many physical systems…