17 citations · 27 across the 4 of their papers we have counts for
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math.NA2024
SeAr PC: Sensitivity Enhanced Arbitrary Polynomial Chaos
Nick Pepper, Francesco Montomoli, Kyriakos Kantarakias
This paper presents a method for performing Uncertainty Quantification in high-dimensional uncertain spaces by combining arbitrary polynomial chaos with a recently proposed scheme…
math.NA2022★ 17 cited
Sensitivity-enhanced generalized polynomial chaos for efficient uncertainty quantification
Kyriakos D. Kantarakias, George Papadakis
We present an enriched formulation of the Least Squares (LSQ) regression method for Uncertainty Quantification (UQ) using generalised polynomial chaos (gPC). More specifically, we…