125 citations · 243 across the 7 of their papers we have counts for
3 papers · 1 filter
Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes
Morgane Menz, Sylvain Dubreuil, Jérôme Morio +3
Running a reliability analysis on engineering problems involving complex numerical models can be computationally very expensive, requiring advanced simulation methods to reduce the…
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…
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…