Structure exploiting methods for fast uncertainty quantification in multiphase flow through heterogeneous media

Helen Cleaves, Alen Alexanderian, Bilal Saad

We present a computational framework for dimension reduction and surrogate modeling to accelerate uncertainty quantification in computationally intensive models with high-dimension…