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Author: personID (integer) : 1114729

Enhanced Kriging models within a Bayesian optimization framework to handle both continuous and categorical inputs

Paul Saves , Nathalie Bartoli , Youssef Diouane , Joseph Morlier , Thierry Lefebvre et al.
SIAM CSE21, Mar 2021, Fort Worth (virtual), United States
Conference papers hal-03402296v1
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Bayesian optimization for mixed variables using an adaptive dimension reduction process: applications to aircraft design

Paul Saves , Eric Nguyen Van , Nathalie Bartoli , Thierry Lefebvre , Christophe David et al.
AIAA SciTech 2022, Jan 2022, San Diego, United States. ⟨10.2514/6.2022-0082⟩
Conference papers hal-03514915v1
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A general square exponential kernel to handle mixed-categorical variables for Gaussian process

Paul Saves , Youssef Diouane , Nathalie Bartoli , Thierry Lefebvre , Joseph Morlier et al.
AIAA AVIATION 2022 Forum, Jun 2022, Chicago (virtual), France. ⟨10.2514/6.2022-3870⟩
Conference papers hal-03700850v1