Mohammad Khalil

The investigation undertaken explores the feasibility of identifying a reduced order model of linear dynamical system operating on the mid-frequency regime. Proper Orthogonal Decomposition and Independent Component Analysis are used as vehicles for model reduction. Such reduced-…

The process of blending observational data in numerical models can be formulated using the Bayesian estimation method. The Bayesian statistical framework strives to find the best state and/or parameter estimates using (a) the stochastic computational model and (b) the noisy obse…