Emmanuel Vázquez

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

An informational approach to the global optimization of expensive-to-evaluate functions

Julien Villemonteix, Emmanuel Vázquez, Éric Walter · Journal of Global Optimization · 2008 · 306 citations · Full text

Natural Sciences, Computer Science, Optimization +7

Convergence properties of the expected improvement algorithm with fixed mean and covariance functions

Emmanuel Vázquez, Julien Bect · Journal of Statistical Planning and Inference · 2010 · 185 citations · Full text

Natural Sciences, Computer Science, Mathematics +9

A Bayesian approach to constrained single- and multi-objective optimization

Paul Feliot, Julien Bect, Emmanuel Vázquez · Journal of Global Optimization · 2016 · 144 citations · Full text

Natural Sciences, Decision Sciences, Bayesian Data Analysis +13

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 · 138 citations · Full text

Computing, Computational Engineering, Computer Science +12