A Data-Assimilation-Augmented Optimization Framework for Parameter Estimation in Dynamical Systems

Muhammad Jalil Ahmad, Animikh Biswas, Kathleen Hoffman

Parameter estimation in nonlinear dynamical systems from observational data is a fundamental inverse problem with applications in many disciplines. In practice, this is further com…