Nonlinear System Identification: Learning while respecting physical models using a sequential Monte Carlo method

Anna Wigren, Johan Wågberg, Fredrik Lindsten +2

Identification of nonlinear systems is a challenging problem. Physical knowledge of the system can be used in the identification process to significantly improve the predictive per…