Dynamical System Identification, Model Selection and Model Uncertainty Quantification by Bayesian Inference

Robert K. Niven, Laurent Cordier, Ali Mohammad-Djafari +2

This study presents a Bayesian maximum \textit{a~posteriori} (MAP) framework for dynamical system identification from time-series data. This is shown to be equivalent to a generali…