Quantifying uncertainty on Pareto fronts with Gaussian process conditional simulations
Binois, M., Ginsbourger, D., Roustant, O.
Published in European journal of operational research (01.06.2015)
Published in European journal of operational research (01.06.2015)
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Journal Article
Functional principal component analysis for global sensitivity analysis of model with spatial output
Perrin, T.V.E., Roustant, O., Rohmer, J., Alata, O., Naulin, J.P., Idier, D., Pedreros, R., Moncoulon, D., Tinard, P.
Published in Reliability engineering & system safety (01.07.2021)
Published in Reliability engineering & system safety (01.07.2021)
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Journal Article
Support indices: Measuring the effect of input variables over their supports
Fruth, J., Roustant, O., Kuhnt, S.
Published in Reliability engineering & system safety (01.07.2019)
Published in Reliability engineering & system safety (01.07.2019)
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Journal Article
ANOVA kernels and RKHS of zero mean functions for model-based sensitivity analysis
Durrande, N., Ginsbourger, D., Roustant, O., Carraro, L.
Published in Journal of multivariate analysis (01.03.2013)
Published in Journal of multivariate analysis (01.03.2013)
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Journal Article
Sequential designs for sensitivity analysis of functional inputs in computer experiments
Fruth, J., Roustant, O., Kuhnt, S.
Published in Reliability engineering & system safety (01.02.2015)
Published in Reliability engineering & system safety (01.02.2015)
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Journal Article
Revealing the interlevel dependence structure of categorical inputs in numerical environmental simulations with kernel model selection
Rohmer, Jeremy, Roustant, Olivier, Lecacheux, Sophie, Manceau, Jean-Charles
Published in Environmental modelling & software : with environment data news (01.05.2022)
Published in Environmental modelling & software : with environment data news (01.05.2022)
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Journal Article
Total interaction index: A variance-based sensitivity index for second-order interaction screening
Fruth, J., Roustant, O., Kuhnt, S.
Published in Journal of statistical planning and inference (01.04.2014)
Published in Journal of statistical planning and inference (01.04.2014)
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Journal Article
Crossed-derivative based sensitivity measures for interaction screening
Roustant, O., Fruth, J., Iooss, B., Kuhnt, S.
Published in Mathematics and computers in simulation (01.11.2014)
Published in Mathematics and computers in simulation (01.11.2014)
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Journal Article
Block-Additive Gaussian Processes under Monotonicity Constraints
Deronzier, M, López-Lopera, A F, Bachoc, F, Roustant, O, Rohmer, J
Published in arXiv.org (18.07.2024)
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Published in arXiv.org (18.07.2024)
Paper
Functional principal component analysis for global sensitivity analysis of model with spatial output
Perrin, T. V. E, Roustant, O, Rohmer, J, Alata, O, Naulin, J. P, Idier, D, Pedreros, R, Moncoulon, D, Tinard, P
Year of Publication 20.05.2020
Year of Publication 20.05.2020
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Journal Article