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20132021
most citedCompressive Sampling of Polynomial Chaos Expansions: Convergence Analysis and Sampling Strategies

224 citations · 802 across the 12 of their papers we have counts for

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Showing 2014 · math.STShow all

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math.ST2014★ 136 cited

Coherence Motivated Sampling and Convergence Analysis of Least-Squares Polynomial Chaos Regression

Jerrad Hampton, Alireza Doostan

Independent sampling of orthogonal polynomial bases via Monte Carlo is of interest for uncertainty quantification of models, using Polynomial Chaos (PC) expansions. It is known tha…