Concepedia

Olivier Roustant

OR

Statistics

Publications

29

Citations

2K

H-Index

19

Active since

2004

Affiliations

Mines Saint-Étienne(Current)

Laboratoire d'Informatique, de Modélisation et d'Optimisation des Systèmes

University of Bern

Centrale Lyon ENISE

Laboratoire Génie Industriel

Olivier Roustant is an author at Mines Saint-Étienne specializing in computing, computer science, and gaussian processes.

Publications per year

2004–2022

29

Publications

29

<b>DiceKriging</b>,<b>DiceOptim</b>: Two<i>R</i>Packages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization

Olivier Roustant, David Ginsbourger, Yves Deville · Journal of Statistical Software · 2012 · 561 citations · Full text

Computing, Biostatistics, Computer Science +15

Calculations of Sobol indices for the Gaussian process metamodel

Amandine Marrel, Bertrand Iooss, Béatrice Laurent et al. · Reliability Engineering & System Safety · 2008 · 309 citations · Full text

Computing, Computational Engineering, Stochastic Modeling +12

Adaptive Designs of Experiments for Accurate Approximation of a Target Region

Victor Picheny, David Ginsbourger, Olivier Roustant et al. · Journal of Mechanical Design · 2010 · 278 citations · Full text

Public Health, Design, Experimental Design +14

Finite-dimensional Gaussian approximation with linear inequality constraints

Andrés F. López-Lopera, Nicolas Durrande, Olivier Roustant · arXiv (Cornell University) · 2017 · 77 citations · Full text

Computing, Computer Science, Machine Learning +16

ANOVA kernels and RKHS of zero mean functions for model-based sensitivity analysis

Nicolas Durrande, David Ginsbourger, Olivier Roustant et al. · Journal of Multivariate Analysis · 2012 · 65 citations · Full text

Computing, Biostatistics, Statistical Modeling +8

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