Edit Profile Durrande, Nicolas Compute Distance To: Compute Author ID: durrande.nicolas Published as: Durrande, N.; Durrande, Nicolas Documents Indexed: 9 Publications since 2012 all top 5 Co-Authors 0 single-authored 6 Roustant, Olivier 4 Ginsbourger, David 3 Bachoc, François 2 Hensman, James 2 López-Lopera, Andrés F. 1 Carraro, Laurent 1 Chevalier, Clément 1 Corrado, Nicolò 1 Gherlone, Marco 1 Idier, Déborah 1 Lenz, Nicolas 1 Rohmer, Jeremy 1 Rullière, Didier 1 Schuhmacher, Dominic 1 Solin, Arno 1 Surace, Cecilia all top 5 Serials 1 Journal of Multivariate Analysis 1 Journal of Statistical Planning and Inference 1 Meccanica 1 Annales de la Faculté des Sciences de Toulouse. Mathématiques. Série VI 1 Journal of Machine Learning Research (JMLR) 1 Statistics and Computing 1 SIAM/ASA Journal on Uncertainty Quantification all top 5 Fields 6 Probability theory and stochastic processes (60-XX) 5 Statistics (62-XX) 3 Numerical analysis (65-XX) 2 Computer science (68-XX) 1 Functional analysis (46-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Mechanics of deformable solids (74-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH 8 Publications have been cited 43 times in 33 Documents Cited by ▼ Year ▼ ANOVA kernels and RKHS of zero mean functions for model-based sensitivity analysis. Zbl 1259.49066Durrande, N.; Ginsbourger, D.; Roustant, O.; Carraro, L. 10 2013 Additive covariance kernels for high-dimensional Gaussian process modeling. Zbl 1266.60068Durrande, Nicolas; Ginsbourger, David; Roustant, Olivier 8 2012 Variational Fourier features for Gaussian processes. Zbl 06982907Hensman, James; Durrande, Nicolas; Solin, Arno 6 2018 Finite-dimensional Gaussian approximation with linear inequality constraints. Zbl 1405.60047López-Lopera, Andrés F.; Bachoc, François; Durrande, Nicolas; Roustant, Olivier 5 2018 Nested kriging predictions for datasets with a large number of observations. Zbl 1384.62246Rullière, Didier; Durrande, Nicolas; Bachoc, François; Chevalier, Clément 5 2018 On ANOVA decompositions of kernels and Gaussian random field paths. Zbl 1356.65027Ginsbourger, 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 1329.60135Ginsbourger, David; Roustant, Olivier; Durrande, Nicolas 3 2016 Damage localisation in delaminated composite plates using a Gaussian process approach. Zbl 1336.74057Corrado, Nicolò; Gherlone, Marco; Surace, Cecilia; Hensman, James; Durrande, Nicolas 1 2015 Variational Fourier features for Gaussian processes. Zbl 06982907Hensman, James; Durrande, Nicolas; Solin, Arno 6 2018 Finite-dimensional Gaussian approximation with linear inequality constraints. Zbl 1405.60047López-Lopera, Andrés F.; Bachoc, François; Durrande, Nicolas; Roustant, Olivier 5 2018 Nested kriging predictions for datasets with a large number of observations. Zbl 1384.62246Rullière, Didier; Durrande, Nicolas; Bachoc, François; Chevalier, Clément 5 2018 On ANOVA decompositions of kernels and Gaussian random field paths. Zbl 1356.65027Ginsbourger, 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 1329.60135Ginsbourger, David; Roustant, Olivier; Durrande, Nicolas 3 2016 Damage localisation in delaminated composite plates using a Gaussian process approach. Zbl 1336.74057Corrado, Nicolò; Gherlone, Marco; Surace, Cecilia; Hensman, James; Durrande, Nicolas 1 2015 ANOVA kernels and RKHS of zero mean functions for model-based sensitivity analysis. Zbl 1259.49066Durrande, N.; Ginsbourger, D.; Roustant, O.; Carraro, L. 10 2013 Additive covariance kernels for high-dimensional Gaussian process modeling. Zbl 1266.60068Durrande, Nicolas; Ginsbourger, David; Roustant, Olivier 8 2012 all cited Publications top 5 cited Publications all top 5 Cited by 68 Authors 7 Bachoc, François 7 Roustant, Olivier 6 Ginsbourger, David 5 Durrande, Nicolas 3 Binois, Mickaël 3 Lagnoux, Agnès 2 Hensman, James 2 Karniadakis, George Em 2 López-Lopera, Andrés F. 2 Pronzato, Luc 2 Särkkä, Simo 2 Solin, Arno 2 Zhigljavsky, Anatoly A. 1 Azaïs, Jean-Marc 1 Babaee, Hessam 1 Baccou, Jean 1 Bartels, Simon 1 Bect, Julien 1 Bevilacqua, Moreno 1 Bilionis, Ilias 1 Blanchet-Scalliet, Christophette 1 Borgonovo, Emanuele 1 Carraro, Laurent 1 Chastaing, Gaelle 1 Contal, Emile 1 Corrado, Nicolò 1 da Veiga, Sébastien 1 Gherlone, Marco 1 Gonzalez, Marcial 1 Habbal, Abderrahmane 1 Helbert, Céline 1 Hennig, Philipp 1 Huet, Sylvie 1 Idier, Déborah 1 Karvonen, Toni 1 Le Gratiet, Loic 1 Lenz, Nicolas 1 Li, Genyuan 1 Liandrat, Jacques 1 Lu, Xuefei 1 Maatouk, Hassan 1 Marmin, Sébastien 1 Mühlenstädt, Thomas 1 Nguyen, Thi Mong Ngoc 1 Oates, Chris J. 1 Ortner, Michael 1 Padonou, Esperan 1 Perdikaris, Paris G. 1 Picheny, Victor 1 Pilz, Jürgen 1 Rabitz, Herschel A. 1 Raissi, Maziar 1 Ribaud, Mélina 1 Rohmer, Jeremy 1 Rosasco, Lorenzo A. 1 Rudi, Alessandro 1 Rullière, Didier 1 Schuhmacher, Dominic 1 Stein, Michael L. 1 Surace, Cecilia 1 Taupin, Marie-Luce 1 Tripathy, Rohit K. 1 Velandia, Daira 1 Venturi, Daniele 1 Vial, Céline 1 Vollert, Natalie 1 Welsh, William J. 1 Xing, Xi all top 5 Cited in 22 Serials 3 Statistics and Computing 3 SIAM/ASA Journal on Uncertainty Quantification 2 Journal of Statistical Planning and Inference 2 Journal of Global Optimization 2 Journal of Statistical Computation and Simulation 2 Journal of Machine Learning Research (JMLR) 2 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys 1 Journal of Computational Physics 1 Journal of Computational and Applied Mathematics 1 Journal of Multivariate Analysis 1 Meccanica 1 Operations Research 1 Statistical Science 1 Computational Mechanics 1 Computational Statistics 1 Applied Mathematical Modelling 1 European Journal of Operational Research 1 SIAM Journal on Scientific Computing 1 Bernoulli 1 Journal of Mathematical Chemistry 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Electronic Journal of Statistics all top 5 Cited in 11 Fields 21 Statistics (62-XX) 13 Probability theory and stochastic processes (60-XX) 11 Numerical analysis (65-XX) 6 Computer science (68-XX) 4 Operations research, mathematical programming (90-XX) 2 Mechanics of deformable solids (74-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Combinatorics (05-XX) 1 Operator theory (47-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Systems theory; control (93-XX) Citations by Year