Smoothness and other hyperparameter estimation for inverse problems related to data assimilation

Baptiste Simandoux, Nikolas Kantas, Dan Crisan

We consider Bayesian inverse problems arising in data assimilation for dynamical systems governed by partial and stochastic partial differential equations. The space-time dependent…