Jean‐Marc Bourinet

Assessing small failure probabilities by combined subset simulation and Support Vector Machines

Jean‐Marc Bourinet, François Deheeger, Maurice Lemaire · Structural Safety · 2011 · 402 citations

Computing, Biostatistics, Decision Sciences +15

CQ2RS: a new statistical approach to the response surface method for reliability analysis

Nicolas Gayton, Jean‐Marc Bourinet, Maurice Lemaire · Structural Safety · 2002 · 204 citations

Computing, Computational Engineering, Uncertainty Quantification +9

Rare-event probability estimation with adaptive support vector regression surrogates

Jean‐Marc Bourinet · Reliability Engineering & System Safety · 2016 · 196 citations

Computing, Biostatistics, Machine Learning +11

Quantile-based optimization under uncertainties using adaptive Kriging surrogate models

Maliki Moustapha, Bruno Sudret, Jean‐Marc Bourinet et al. · Structural and Multidisciplinary Optimization · 2016 · 128 citations · Full text

Natural Sciences, Industrial Engineering, Optimization +13

Comparative Study of Kriging and Support Vector Regression for Structural Engineering Applications

Maliki Moustapha, Jean‐Marc Bourinet, Benoît Guillaume et al. · ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part A Civil Engineering · 2018 · 79 citations

Computing, Computational Engineering, Finite Element Analysis +13