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Sparse Pseudospectral Approximation Method

Published in arXiv (Cornell University) • Sep 13, 2011
Authors:
Constantine, Paul G.
,
Eldred, Michael S.
,
Phipps, Eric T.

Abstract

Multivariate global polynomial approximations - such as polynomial chaos or stochastic collocation methods - are now in widespread use for sensitivity analysis and uncertainty quantification. The pseudospectral variety of these methods uses a numerical integration rule to approximate the Fourier-typ...

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