David Ginsbourger

<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 · 550 citations · Full text

Numerical Analysis, Engineering, Optimal Experimental Design +21

A benchmark of kriging-based infill criteria for noisy optimization

Victor Picheny, Tobias Wagner, David Ginsbourger · Structural and Multidisciplinary Optimization · 2013 · 306 citations

Numerical Analysis, Engineering, Continuous Optimization +5

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 · 300 citations · Full text

Reliability, Reliability Engineering, Engineering +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 · 272 citations

Numerical Analysis, Engineering, Accurate Approximation +20

On uncertainty quantification in hydrogeology and hydrogeophysics

Niklas Linde, David Ginsbourger, James Irving et al. · Advances in Water Resources · 2017 · 147 citations · Full text

Hydrogeology, Engineering, Uncertainty Modeling +6