A machine learning approach for efficient uncertainty quantification using multiscale methods

Shing Chan, Ahmed H. Elsheikh

Several multiscale methods account for sub-grid scale features using coarse scale basis functions. For example, in the Multiscale Finite Volume method the coarse scale basis functi…