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    • Component mode synthesis techniques for finite element model updating 

      Papadimitriou, C.; Papadioti, D. C. (2013)
      Deterministic and Bayesian finite element (FE) model updating techniques are computationally very demanding operations due to the large number of FE model re-analyses required. Component mode synthesis techniques are ...

    • X-TMCMC: Adaptive kriging for Bayesian inverse modeling 

      Angelikopoulos, P.; Papadimitriou, C.; Koumoutsakos, P. (2015)
      The Bayesian inference of models associated with large-scale simulations is prohibitively expensive even for massively parallel architectures. We demonstrate that we can drastically reduce this cost by combining adaptive ...