Sequential Bayesian parameter-state estimation in dynamical systems with noisy and incomplete observations via a variational framework

Liliang Wang, Alex Gorodetsky

Online joint estimation of a dynamical model's unknown parameters and states with uncertainty quantification is crucial in many applications. For example, digital twins dynamically…