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Ginsbourger, David

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Author ID: ginsbourger.david Recent zbMATH articles by "Ginsbourger, David"
Published as: Ginsbourger, D.; Ginsbourger, David
External Links: MGP
Documents Indexed: 20 Publications since 2009

Publications by Year

Citations contained in zbMATH

16 Publications have been cited 106 times in 72 Documents Cited by Year
Sequential design of computer experiments for the estimation of a probability of failure. Zbl 1252.62081
Bect, Julien; Ginsbourger, David; Li, Ling; Picheny, Victor
37
2012
ANOVA kernels and RKHS of zero mean functions for model-based sensitivity analysis. Zbl 1259.49066
Durrande, N.; Ginsbourger, D.; Roustant, O.; Carraro, L.
10
2013
Additive covariance kernels for high-dimensional Gaussian process modeling. Zbl 1266.60068
Durrande, Nicolas; Ginsbourger, David; Roustant, Olivier
8
2012
Quantifying uncertainty on Pareto fronts with Gaussian process conditional simulations. Zbl 1346.90730
Binois, M.; Ginsbourger, D.; Roustant, O.
7
2015
KrigInv: an efficient and user-friendly implementation of batch-sequential inversion strategies based on kriging. Zbl 06975442
Chevalier, Clément; Picheny, Victor; Ginsbourger, David
7
2014
A nonstationary space-time Gaussian process model for partially converged simulations. Zbl 1291.60075
Picheny, Victor; Ginsbourger, David
6
2013
On ANOVA decompositions of kernels and Gaussian random field paths. Zbl 1356.65027
Ginsbourger, David; Roustant, Olivier; Schuhmacher, Dominic; Durrande, Nicolas; Lenz, Nicolas
5
2016
Fast update of conditional simulation ensembles. Zbl 1323.86020
Chevalier, Clément; Emery, Xavier; Ginsbourger, David
5
2015
Bayesian adaptive reconstruction of profile optima and optimizers. Zbl 1308.62157
Ginsbourger, David; Baccou, Jean; Chevalier, Clément; Perales, Frédéric; Garland, Nicolas; Monerie, Yann
5
2014
A supermartingale approach to Gaussian process based sequential design of experiments. Zbl 1428.62369
Bect, Julien; Bachoc, François; Ginsbourger, David
4
2019
On degeneracy and invariances of random fields paths with applications in Gaussian process modelling. Zbl 1329.60135
Ginsbourger, David; Roustant, Olivier; Durrande, Nicolas
3
2016
Noisy kriging-based optimization methods: a unified implementation within the DiceOptim package. Zbl 06975443
Picheny, Victor; Ginsbourger, David
3
2014
Conditions for the finiteness of the moments of the volume of level sets. Zbl 1412.60057
Armentano, D.; Azaïs, J-M.; Ginsbourger, D.; León, J. R.
2
2019
Quantifying uncertainties on excursion sets under a Gaussian random field prior. Zbl 1352.62144
Azzimonti, Dario; Bect, Julien; Chevalier, Clément; Ginsbourger, David
2
2016
Argumentwise invariant kernels for the approximation of invariant functions. Zbl 1291.60105
Ginsbourger, David; Bay, Xavier; Roustant, Olivier; Carraro, Laurent
1
2012
A note on the choice and the estimation of kriging models for the analysis of deterministic computer experiments. Zbl 1224.62149
Ginsbourger, David; Dupuy, Delphine; Badea, Anca; Carraro, Laurent; Roustant, Olivier
1
2009
A supermartingale approach to Gaussian process based sequential design of experiments. Zbl 1428.62369
Bect, Julien; Bachoc, François; Ginsbourger, David
4
2019
Conditions for the finiteness of the moments of the volume of level sets. Zbl 1412.60057
Armentano, D.; Azaïs, J-M.; Ginsbourger, D.; León, J. R.
2
2019
On ANOVA decompositions of kernels and Gaussian random field paths. Zbl 1356.65027
Ginsbourger, David; Roustant, Olivier; Schuhmacher, Dominic; Durrande, Nicolas; Lenz, Nicolas
5
2016
On degeneracy and invariances of random fields paths with applications in Gaussian process modelling. Zbl 1329.60135
Ginsbourger, David; Roustant, Olivier; Durrande, Nicolas
3
2016
Quantifying uncertainties on excursion sets under a Gaussian random field prior. Zbl 1352.62144
Azzimonti, Dario; Bect, Julien; Chevalier, Clément; Ginsbourger, David
2
2016
Quantifying uncertainty on Pareto fronts with Gaussian process conditional simulations. Zbl 1346.90730
Binois, M.; Ginsbourger, D.; Roustant, O.
7
2015
Fast update of conditional simulation ensembles. Zbl 1323.86020
Chevalier, Clément; Emery, Xavier; Ginsbourger, David
5
2015
KrigInv: an efficient and user-friendly implementation of batch-sequential inversion strategies based on kriging. Zbl 06975442
Chevalier, Clément; Picheny, Victor; Ginsbourger, David
7
2014
Bayesian adaptive reconstruction of profile optima and optimizers. Zbl 1308.62157
Ginsbourger, David; Baccou, Jean; Chevalier, Clément; Perales, Frédéric; Garland, Nicolas; Monerie, Yann
5
2014
Noisy kriging-based optimization methods: a unified implementation within the DiceOptim package. Zbl 06975443
Picheny, Victor; Ginsbourger, David
3
2014
ANOVA kernels and RKHS of zero mean functions for model-based sensitivity analysis. Zbl 1259.49066
Durrande, N.; Ginsbourger, D.; Roustant, O.; Carraro, L.
10
2013
A nonstationary space-time Gaussian process model for partially converged simulations. Zbl 1291.60075
Picheny, Victor; Ginsbourger, David
6
2013
Sequential design of computer experiments for the estimation of a probability of failure. Zbl 1252.62081
Bect, Julien; Ginsbourger, David; Li, Ling; Picheny, Victor
37
2012
Additive covariance kernels for high-dimensional Gaussian process modeling. Zbl 1266.60068
Durrande, Nicolas; Ginsbourger, David; Roustant, Olivier
8
2012
Argumentwise invariant kernels for the approximation of invariant functions. Zbl 1291.60105
Ginsbourger, David; Bay, Xavier; Roustant, Olivier; Carraro, Laurent
1
2012
A note on the choice and the estimation of kriging models for the analysis of deterministic computer experiments. Zbl 1224.62149
Ginsbourger, David; Dupuy, Delphine; Badea, Anca; Carraro, Laurent; Roustant, Olivier
1
2009
all top 5

Cited by 164 Authors

12 Ginsbourger, David
11 Roustant, Olivier
7 Picheny, Victor
6 Binois, Mickaël
5 Gamboa, Fabrice
4 Bect, Julien
4 Durrande, Nicolas
4 Ludkovski, Michael
3 Bachoc, François
3 Chevalier, Clément
3 Garnier, Josselin
3 Helbert, Céline
3 Marque-Pucheu, Sophie
3 Perrin, Guillaume
2 Ben Salem, Malek
2 Carraro, Laurent
2 Garivier, Aurélien
2 Gramacy, Robert B.
2 Habbal, Abderrahmane
2 Iooss, Bertrand
2 Labopin-Richard, Tatiana
2 Risk, Jimmy
2 Tomaso, Lionel
2 Vazquez, Emmanuel
1 Ahmadi, Ali Akbar
1 Angst, Jürgen
1 Arnaud, Alexis
1 Arnst, Maarten
1 Auffray, Yves
1 Azaïs, Jean-Marc
1 Azzimonti, Dario
1 Baccou, Jean
1 Bacro, Jean-Noël
1 Barbillon, Pierre
1 Bardsley, Johnathan M.
1 Bay, Xavier
1 Benetto, E.
1 Bennani, Samir
1 Bevilacqua, Moreno
1 Bilionis, Ilias
1 Blanchet-Scalliet, Christophette
1 Borgonovo, Emanuele
1 Bousquet, Nicolas
1 Branke, Jürgen
1 Bulthuis, Kevin
1 Capitanescu, Florin
1 Challenor, Peter G.
1 Chastaing, Gaelle
1 Chen, Xi
1 Choi, Kun-Ki
1 Chung, Matthias
1 da Veiga, Sébastien
1 Defaux, Gilles
1 Diaz, Juan Esteban
1 Diazdelao, F. A.
1 El Amri, Mohamed Reda
1 Emery, Xavier
1 Enaux, Benoit
1 Farooq, Umar
1 Feliot, Paul
1 Filzmoser, Peter
1 Gatu, Cristian
1 Gaudrie, David
1 Gonzalez, Marcial
1 Gozé, Eric
1 Grenier, Emmanuel
1 Handl, Julia
1 Hensman, James
1 Herbert, Vincent
1 Hristov, P. O.
1 Hu, Ruimeng
1 Huet, Sylvie
1 Jalali, Hamed
1 Karniadakis, George Em
1 Kersaudy, Pierric
1 Kubiak, K. J.
1 Kumar, Arun N.
1 Lamb, David Alex
1 Le Gratiet, Loic
1 Le Riche, Rodolphe
1 Lee, Ikjin
1 Lemaître, P.
1 Lenz, Nicolas
1 León, José Rafael R.
1 Lepreux, Olivier
1 Li, Genyuan
1 Li, Jinglai
1 Li, Ling
1 Liandrat, Jacques
1 Lin, Guang
1 Liu, Yongshou
1 Louvet, Violaine
1 Lu, Xuefei
1 Ludkovsk, Mike
1 Marin, Jean-Michel
1 Marmin, Sébastien
1 Marvuglia, A.
1 Marzat, Julien
1 Menon, Priya P.
1 Moquin, David J.
...and 64 more Authors

Citations by Year