Concepedia
Statistics
Publications
28
Citations
1.9K
H-Index
21
Active since
2006
Affiliations
University of Bern(Current)
University of Florida
Département Mathématiques et Informatique Appliquées
Mathématiques et Informatique Appliquées
Mines Saint-Étienne
Victor Picheny is an author at University of Bern specializing in engineering, uncertainty quantification, and computer science.
Top concepts
EngineeringUncertainty QuantificationComputer ScienceStatisticsMachine LearningSystems EngineeringData ScienceNumerical AnalysisApproximation TheoryStatistical Inference
Publications per year
2006–2023
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
Fast Parallel Kriging-Based Stepwise Uncertainty Reduction With Application to the Identification of an Excursion Set
Clément Chevalier, Julien Bect, David Ginsbourger et al. · Technometrics · 2013 · 134 citations · Full text
Numerical Analysis, Mathematical Programming, Reduced Order Modeling +21
Multiobjective optimization using Gaussian process emulators via stepwise uncertainty reduction
Victor Picheny · Statistics and Computing · 2014 · 107 citations · Full text
Mathematical Programming, Large-scale Global Optimization, Engineering +10
1–5 of 28