Uncertainty-Aware Sparse Identification of Dynamical Systems via Bayesian Model Averaging

Shuhei Kashiwamura, Yusuke Kato, Hiroshi Kori +1

In many problems of data-driven modeling for dynamical systems, the governing equations are not known a priori and must be selected phenomenologically from a large set of candidate…