Surrogate Modeling of Dynamics From Sparse Data Using Maximum Entropy Basis Functions

Vedang M. Deshpande, Raktim Bhattacharya

In this paper we present a data driven approach for approximating dynamical systems. A dynamics is approximated using basis functions, which are derived from maximization of the in…