Comparison of continuous and discrete-time data-based modeling for hypoelliptic systems

Fei Lu, Kevin K. Lin, Alexandre J. Chorin

We compare two approaches to the predictive modeling of dynamical systems from partial observations at discrete times. The first is continuous in time, where one uses data to infer…