System Identification Through Lipschitz Regularized Deep Neural Networks

Elisa Negrini, Giovanna Citti, Luca Capogna

In this paper we use neural networks to learn governing equations from data. Specifically we reconstruct the right-hand side of a system of ODEs $\dot{x}(t)=f(t,x(t))$ directly…