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01/14/2022
Extreme learning machines for variance-based global sensitivity analysis
Variance-based global sensitivity analysis (GSA) can provide a wealth of...
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10/26/2021
Global sensitivity analysis of rare event probabilities
By their very nature, rare event probabilities are expensive to compute;...
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03/03/2020
Global Sensitivity Analysis: a new generation of mighty estimators based on rank statistics
We propose a new statistical estimation framework for a large family of ...
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12/17/2018
Robustness of the Sobol' indices to marginal distribution uncertainty
Global sensitivity analysis (GSA) quantifies the influence of uncertain ...
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03/29/2018