Regression-based sparse polynomial chaos for uncertainty quantification of subsurface flow models

Alexander Tarakanov, Ahmed H. Elsheikh

Surrogate-modelling techniques including Polynomial Chaos Expansion (PCE) is commonly used for statistical estimation (aka. Uncertainty Quantification) of quantities of interests o…