125 citations · 263 across the 17 of their papers we have counts for
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cs.CE2020★ 23 cited
An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design
Remy Priem, Hugo Gagnon, Ian Chittick +3
The multi-level, multi-disciplinary and multi-fidelity optimization framework developed at Bombardier Aviation has shown great results to explore efficient and competitive aircraft…
stat.ML2020★ 54 cited
Upper Trust Bound Feasibility Criterion for Mixed Constrained Bayesian Optimization with Application to Aircraft Design
Rémy Priem, Nathalie Bartoli, Youssef Diouane +1
Bayesian optimization methods have been successfully applied to black box optimization problems that are expensive to evaluate. In this paper, we adapt the so-called super effcient…