Concepedia

David Ginsbourger

DG

Statistics

Publications

41

Citations

2.9K

H-Index

27

Active since

2007

Affiliations

University of Bern(Current)

Mines Saint-Étienne

Institute of Mathematical Statistics

Idiap Research Institute

Centre National de la Recherche Scientifique

David Ginsbourger is an author at University of Bern specializing in computing, computer science, and uncertainty quantification.

Publications per year

2007–2023

41

Publications

41

<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

A benchmark of kriging-based infill criteria for noisy optimization

Victor Picheny, Tobias Wagner, David Ginsbourger · Structural and Multidisciplinary Optimization · 2013 · 313 citations

Architecture, Computational Engineering, Computer Science +10

Sequential design of computer experiments for the estimation of a probability of failure

Julien Bect, David Ginsbourger, Ling Li et al. · Statistics and Computing · 2011 · 309 citations · Full text

Natural Sciences, Computer Science, Mathematics +14

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

On uncertainty quantification in hydrogeology and hydrogeophysics

Niklas Linde, David Ginsbourger, James Irving et al. · Advances in Water Resources · 2017 · 150 citations · Full text

Computing, Earth Sciences, Hydrology +12

1–5 of 41