A review on global sensitivity analysis methods

9 April 2014

Papers citing "A review on global sensitivity analysis methods"

27 / 27 papers shown

Title
Coherent Local Explanations for Mathematical Optimization Daan Otto Jannis Kurtz S. Ilker Birbil 58 0 0 07 Feb 2025
Data Type Agnostic Visual Sensitivity Analysis Nikolaus Piccolotto M. Bögl C. Muehlmann K. Nordhausen Peter Filzmoser Johanna Schmidt Silvia Miksch 29 0 0 07 Sep 2023
Second-level global sensitivity analysis of numerical simulators with application to an accident scenario in a sodium-cooled fast reactor Anouar Meynaoui A. Marrel Béatrice Laurent 24 4 0 21 Dec 2022
CRAFT: Concept Recursive Activation FacTorization for Explainability Thomas Fel Agustin Picard Louis Bethune Thibaut Boissin David Vigouroux Julien Colin Rémi Cadène Thomas Serre 19 102 0 17 Nov 2022
Quantile-constrained Wasserstein projections for robust interpretability of numerical and machine learning models Marouane Il Idrissi Nicolas Bousquet Fabrice Gamboa Bertrand Iooss Jean-Michel Loubes 35 2 0 23 Sep 2022
Extreme learning machines for variance-based global sensitivity analysis John E. Darges A. Alexanderian P. Gremaud 24 2 0 14 Jan 2022
Global sensitivity analysis using derivative-based sparse Poincaré chaos expansions Nora Lüthen O. Roustant Fabrice Gamboa Bertrand Iooss S. Marelli Bruno Sudret 21 5 0 01 Jul 2021
MDA for random forests: inconsistency, and a practical solution via the Sobol-MDA Clément Bénard Sébastien Da Veiga Erwan Scornet 45 49 0 26 Feb 2021
Developments and applications of Shapley effects to reliability-oriented sensitivity analysis with correlated inputs Marouane Il Idrissi V. Chabridon Bertrand Iooss 14 34 0 20 Jan 2021
Analysis of three dimensional potential problems in non-homogeneous media with physics-informed deep collocation method using material transfer learning and sensitivity analysis Hongwei Guo X. Zhuang Pengwan Chen N. Alajlan Timon Rabczuk 19 57 0 03 Oct 2020
New statistical methodology for second level global sensitivity analysis Anouar Meynaoui A. Marrel Béatrice Laurent 30 14 0 19 Feb 2019
Extending classical surrogate modelling to high-dimensions through supervised dimensionality reduction: a data-driven approach C. Lataniotis S. Marelli Bruno Sudret 20 66 0 15 Dec 2018
Accelerating Sensitivity Analysis in Microscopy Image Segmentation Workflows Willian de Oliveira Barreiros Junior George Teodoro 14 0 0 28 Nov 2018
Robustness of the Sobol' indices to distributional uncertainty Joseph L. Hart P. Gremaud 20 15 0 29 Mar 2018
Entanglement-guided architectures of machine learning by quantum tensor network Yuhan Liu Xiao Zhang M. Lewenstein Shi-Ju Ran 21 32 0 24 Mar 2018
Quantifying dependencies for sensitivity analysis with multivariate input sample data A. Eggels D. Crommelin 17 4 0 06 Feb 2018
Principal component analysis and sparse polynomial chaos expansions for global sensitivity analysis and model calibration: application to urban drainage simulation J. Nagel J. Rieckermann Bruno Sudret 6 63 0 11 Sep 2017
Shapley effects for sensitivity analysis with correlated inputs: comparisons with Sobol' indices, numerical estimation and applications Bertrand Iooss Clémentine Prieur FAtt 23 96 0 05 Jul 2017
Sensitivity analysis using perturbed-law based indices for quantiles and application to an industrial case R. Sueur Bertrand Iooss T. Delage 21 9 0 05 Jul 2017
Efficient design of experiments for sensitivity analysis based on polynomial chaos expansions Evgeny Burnaev I. Panin Bruno Sudret 25 37 0 10 May 2017
An efficient methodology for the analysis and modeling of computer experiments with large number of inputs Bertrand Iooss A. Marrel 23 5 0 24 Apr 2017
Poincaré inequalities on intervals -- application to sensitivity analysis O. Roustant F. Barthe Bertrand Iooss 11 47 0 12 Dec 2016
Metamodel-based sensitivity analysis: Polynomial chaos expansions and Gaussian processes Loic Le Gratiet S. Marelli Bruno Sudret 21 157 0 14 Jun 2016
Global sensitivity analysis using low-rank tensor approximations K. Konakli Bruno Sudret 21 77 0 29 May 2016
Density modification based reliability sensitivity analysis Paul Lemaître Ekatarina Sergienko A. Arnaud Nicolas Bousquet Fabrice Gamboa Bertrand Iooss 59 61 0 03 Oct 2012
Local Polynomial Estimation for Sensitivity Analysis on Models With Correlated Inputs Sébastien Da Veiga Duc M. Cao Fabrice Gamboa 89 126 0 25 Mar 2008
Global sensitivity analysis of computer models with functional inputs Bertrand Iooss M. Ribatet 135 87 0 07 Feb 2008