An information field theory approach to Bayesian state and parameter estimation in dynamical systems

Kairui Hao, Ilias Bilionis

Dynamical system state estimation and parameter calibration problems are ubiquitous across science and engineering. Bayesian approaches to the problem are the gold standard as they…