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ArticleGlobal sensitivity analysis of computer models with functional inputs

Bertrand Iooss2008

OA

Articlegreen2008

Global sensitivity analysis of computer models with functional inputs

Bertrand Iooss · Mathieu Ribatet

86 citations·0/0 files stored·Reliability Engineering & System Safety

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Probabilistic and Robust Engineering Design Simulation Techniques and Applications Gaussian Processes and Bayesian Inference

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References

1989Design and Analysis of Computer Experiments 2007Global Sensitivity Analysis. The Primer 2001Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates 1999A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output 2002Making best use of model evaluations to compute sensitivity indices 1996Importance measures in global sensitivity analysis of nonlinear models 2006Survey of sampling-based methods for uncertainty and sensitivity analysis 2005Design and Modeling for Computer Experiments

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2008Simplex-based screening designs for estimating metamodels 2021Global sensitivity analysis for stochastic simulators based on generalized lambda surrogate models 2011Revue sur l'analyse de sensibilité globale de modèles numériques 2017Efficient Computation of Sobol' Indices for Stochastic Models 2015Variance-Based Sensitivity Analysis: Theory and Estimation Algorithms 2019

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2011Revue sur l'analyse de sensibilité globale de modèles numériquesarticle · 10 shared references 2011From screening to quantitative sensitivity analysis. A unified approacharticle · 8 shared references 2015A Review on Global Sensitivity Analysis Methodschapter · 7 shared references 2007Introduction to Sensitivity Analysisother · 7 shared references 2018Efficient method for variance-based sensitivity analysisarticle · 7 shared references 2015Variable importance analysis: A comprehensive reviewarticle · 6 shared references

Details

Year2008

Typearticle

Published2008-10-20

VenueReliability Engineering & System Safety

ISSN-L0951-8320

Languageen

Citations86

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.ress.2008.09.010

openalex_workW2168698117

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Advanced Methodology for Uncertainty Propagation in Computer Experiments with Large Number of Inputs

2023A spectral surrogate model for stochastic simulators computed from trajectory samples

2017Variance-Based Sensitivity Analysis: Theory and Estimation Algorithms