Blanchard, Emmanuel D; Sandu, Adrian; Sandu, Corina - 2010
Parameter estimation for large systems is a difficult problem, and the solution approaches are computationally … uncertainties on the system response. This article compares two new computational approaches for parameter estimation based on the … polynomial chaos theory for parameter estimation: a Bayesian approach, and an approach using an extended Kalman filter (EKF) to …