Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
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Updated
Nov 28, 2024 - Julia
Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
Open access PBPK modelling platform
A Python library providing parameter screening of computational models using the extension of Morris' method of Elementary Effects called Efficient or Sequential Elementary Effects by Cuntz, Mai et al. (Water Res Research, 2015).
Performing a Sobol global sensitivity analysis on a flood risk model in Selinsgrove, PA
This is the code for the ACS algorithm in the paper "Generating and Validating Cluster Sampling Matrices for Model-free Factor Screening".
The New Morris Method was proposed by Campolongo and Braddock [Reliab. Engng Syst. Saf. 64 (1999) 1] as an extension of the Morris Method [Technometrics 33 (1991) 161] to include estimation of two-factor interaction effects.
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