460 citations · 1.9k across the 48 of their papers we have counts for
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stat.CO2017★ 168 cited
Least Squares Polynomial Chaos Expansion: A Review of Sampling Strategies
Mohammad Hadigol, Alireza Doostan
As non-institutive polynomial chaos expansion (PCE) techniques have gained growing popularity among researchers, we here provide a comprehensive review of major sampling strategies…
stat.CO2017★ 43 cited
Basis Adaptive Sample Efficient Polynomial Chaos (BASE-PC)
Jerrad Hampton, Alireza Doostan
For a large class of orthogonal basis functions, there has been a recent identification of expansion methods for computing accurate, stable approximations of a quantity of interest…