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Bertrand Iooss
Bertrand Iooss
EDF R&D
Adresse e-mail validée de edf.fr - Page d'accueil
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A review on global sensitivity analysis methods
B Iooss, P Lemaître
Uncertainty management in simulation-optimization of complex systems …, 2015
11832015
Calculations of Sobol indices for the Gaussian process metamodel
A Marrel, B Iooss, B Laurent, O Roustant
Reliability Engineering & System Safety 94 (3), 742-751, 2009
3542009
An efficient methodology for modeling complex computer codes with Gaussian processes
A Marrel, B Iooss, F Van Dorpe, E Volkova
Computational Statistics & Data Analysis 52 (10), 4731-4744, 2008
2972008
OpenTURNS: an industrial software for uncertainty quantification in simulation
M Baudin, A Dutfoy, B Iooss, AL Popelin
Handbook of uncertainty quantification, 2001-2038, 2017
2142017
The future of sensitivity analysis: An essential discipline for systems modeling and policy support
S Razavi, A Jakeman, A Saltelli, C Prieur, B Iooss, E Borgonovo, ...
Environmental Modelling & Software 137, 104954, 2021
1912021
Numerical studies of space-filling designs: optimization of Latin Hypercube Samples and subprojection properties
G Damblin, M Couplet, B Iooss
Journal of Simulation 7 (4), 276-289, 2013
1702013
Global sensitivity analysis of stochastic computer models with joint metamodels
A Marrel, B Iooss, S Da Veiga, M Ribatet
Statistics and Computing 22, 833-847, 2012
1492012
Introduction to sensitivity analysis
B Iooss, A Saltelli
Handbook of uncertainty quantification, 1103-1122, 2017
1432017
Derivative-based global sensitivity measures: General links with Sobol’indices and numerical tests
M Lamboni, B Iooss, AL Popelin, F Gamboa
Mathematics and Computers in Simulation 87, 45-54, 2013
1432013
Numerical simulation of transit-time ultrasonic flowmeters: uncertainties due to flow profile and fluid turbulence
B Iooss, C Lhuillier, H Jeanneau
Ultrasonics 40 (9), 1009-1015, 2002
1382002
Revue sur l’analyse de sensibilité globale de modèles numériques
B Iooss
Journal de la Société Française de Statistique 152 (1), 3-25, 2011
1312011
Analyse de sensibilité et exploration de modèles: application aux sciences de la nature et de l'environnement
R Faivre, D Makowski, S Mahévas, B Iooss
Analyse de sensibilité et exploration de modèles, 1-352, 2013
1262013
Global sensitivity analysis of computer models with functional inputs
B Iooss, M Ribatet
Reliability Engineering & System Safety 94 (7), 1194-1204, 2009
1112009
Global sensitivity analysis for a numerical model of radionuclide migration from the RRC “Kurchatov Institute” radwaste disposal site
E Volkova, B Iooss, F Van Dorpe
Stochastic Environmental Research and Risk Assessment 22, 17-31, 2008
1092008
Shapley effects for sensitivity analysis with correlated inputs: comparisons with Sobol'indices, numerical estimation and applications
B Iooss, C Prieur
International Journal for Uncertainty Quantification 9 (5), 2019
1042019
A Bayesian approach for global sensitivity analysis of (multifidelity) computer codes
L Le Gratiet, C Cannamela, B Iooss
SIAM/ASA Journal on Uncertainty Quantification 2 (1), 336-363, 2014
1002014
Global sensitivity analysis for models with spatially dependent outputs
A Marrel, B Iooss, M Jullien, B Laurent, E Volkova
Environmetrics 22 (3), 383-397, 2011
1002011
Controlled stratification for quantile estimation
C Cannamela, J Garnier, B Iooss
1002008
Numerical studies of the metamodel fitting and validation processes
B Iooss, L Boussouf, V Feuillard, A Marrel
arXiv preprint arXiv:1001.1049, 2010
972010
Latin hypercube sampling with inequality constraints
M Petelet, B Iooss, O Asserin, A Loredo
AStA Advances in Statistical Analysis 94, 325-339, 2010
922010
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