Bayesian Dynamical System Identification With Unified Sparsity Priors And Model Uncertainty

Prem Ratan Mohan Ram, Ulrich Römer, Richard Semaan

This work is concerned with uncertainty quantification in reduced-order dynamical system identification. Reduced-order models for system dynamics are ubiquitous in design and contr…