Now showing items 1-3 of 3

    • Adaptive response surface approximation method for bayesian inference 

      Prudhomme, Serge; Bryant, Corey M. (CIMNE, 2015)
      Conference report
      Open Access
      The need for surrogate models and adaptive methods can be best appreciated if one is interested in parameter estimation using a Bayesian calibration procedure for validation purposes [1,2]. We extend our work on error ...
    • On the predictive capabilities of multiphase Darcy flow models 

      Icardi, Matteo; Prudhomme, Serge (CIMNE, 2015)
      Conference report
      Open Access
      Darcy’s law is a widely used model and the limit of its validity is fairly well known [1]. When the flow is sufficiently slow and the porosity relatively homogeneous and small, Darcy’s law is the homogenized equation arising ...
    • Uncertainty quantification in porous media with multi-level Monte Carlo 

      Saad, Bilal; Hoel, Haakon; Prudhomme, Serge; Tempone, Raul (CIMNE, 2015)
      Conference report
      Open Access
      Geological storage of CO2 is an attempt at controlling future climate changes. Modelling and simulation of underground CO2 storage are however subjected to significant sources of geological uncertainties, which requires ...