Adaptive modeling strategy for constrained global optimization with application to aerodynamic wing design N Bartoli, T Lefebvre, S Dubreuil, R Olivanti, R Priem, N Bons, ... Aerospace Science and technology 90, 85-102, 2019 | 127 | 2019 |
Construction of bootstrap confidence intervals on sensitivity indices computed by polynomial chaos expansion S Dubreuil, M Berveiller, F Petitjean, M Salaün Reliability Engineering & System Safety 121, 263-275, 2014 | 63 | 2014 |
An adaptive optimization strategy based on mixture of experts for wing aerodynamic design optimization N Bartoli, T Lefebvre, S Dubreuil, R Olivanti, N Bons, JRRA Martins, ... 18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 4433, 2017 | 50 | 2017 |
Methodological enhancements in MDO process investigated in the AGILE European project T Lefebvre, N Bartoli, S Dubreuil, M Panzeri, R Lombardi, R D'Ippolito, ... 18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 4140, 2017 | 42 | 2017 |
Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes M Menz, S Dubreuil, J Morio, C Gogu, N Bartoli, M Chiron Structural Safety 93, 102116, 2021 | 38 | 2021 |
Extreme value oriented random field discretization based on an hybrid polynomial chaos expansion—Kriging approach S Dubreuil, N Bartoli, C Gogu, T Lefebvre, JM Colomer Computer Methods in Applied Mechanics and Engineering 332, 540-571, 2018 | 33 | 2018 |
Propagation of modeling uncertainty by polynomial chaos expansion in multidisciplinary analysis S Dubreuil, N Bartoli, C Gogu, T Lefebvre Journal of Mechanical Design 138 (11), 111411, 2016 | 29 | 2016 |
Enhancing optimization capabilities using the AGILE collaborative MDO framework with application to wing and nacelle design T Lefebvre, N Bartoli, S Dubreuil, M Panzeri, R Lombardi, P Della Vecchia, ... Progress in Aerospace Sciences 119, 100649, 2020 | 28 | 2020 |
Towards an efficient global multidisciplinary design optimization algorithm S Dubreuil, N Bartoli, C Gogu, T Lefebvre Structural and Multidisciplinary Optimization 62 (4), 1739-1765, 2020 | 25 | 2020 |
Robust nacelle optimization design investigated in the AGILE european project N Bartoli, T Lefebvre, S Dubreuil, M Panzeri, R d'Ippolito, K Anisimov, ... 2018 multidisciplinary analysis and optimization conference, 3250, 2018 | 21 | 2018 |
Linear regression-based multifidelity surrogate for disturbance amplification in multiphase explosion MG Fernández-Godino, S Dubreuil, N Bartoli, C Gogu, S Balachandar, ... Structural and Multidisciplinary Optimization 60, 2205-2220, 2019 | 18 | 2019 |
Disciplinary proper orthogonal decomposition and interpolation for the resolution of parameterized multidisciplinary analysis G Berthelin, S Dubreuil, M Salaün, N Bartoli, C Gogu International Journal for Numerical Methods in Engineering 123 (15), 3594-3626, 2022 | 16 | 2022 |
Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses M Menz, C Gogu, S Dubreuil, N Bartoli, J Morio Reliability Engineering & System Safety 196, 106771, 2020 | 16 | 2020 |
Failure probability estimation through high-dimensional elliptical distribution modeling with multiple importance sampling M Chiron, C Genest, J Morio, S Dubreuil Reliability Engineering & System Safety 235, 109238, 2023 | 14 | 2023 |
Efficient global multidisciplinary optimization based on surrogate models S Dubreuil, N Bartoli, T Lefebvre, C Gogu 2018 multidisciplinary analysis and optimization conference, 3745, 2018 | 13 | 2018 |
Similarity maximization of a scaled aeroelastic flight demonstrator via multidisciplinary optimization J Mas Colomer, N Bartoli, T Lefebvre, S Dubreuil, JRRA Martins, ... 58th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials …, 2017 | 10 | 2017 |
Reduced order models for heat flux and pressure distributions on space debris afterbodies V Drouet, Y Prévereaud, JM Moschetta, N Bartoli, S Dubreuil, J Annaloro Acta Astronautica 181, 446-460, 2021 | 9 | 2021 |
An adaptive feasibility approach for constrained bayesian optimization with application in aircraft design R Priem, N Bartoli, Y Diouane, S Dubreuil, T Lefebvre 6th International Conference on Engineering Optimization (EngOpt2018), 1-1, 2018 | 7 | 2018 |
Overview of MDO enhancement in the AGILE project: a clustered and surrogate-based MDA use case T Lefebvre, N Bartoli, S Dubreuil, R Lombardi, M Panzeri, WF Lammen, ... Netherlands Aerospace Centre NLR, 2018 | 7 | 2018 |
Noise filtering and uncertainty quantification in surrogate based optimization MG Fernández-Godino, RT Haftka, S Balachandar, C Gogu, N Bartoli, ... 2018 AIAA Non-Deterministic Approaches Conference, 2176, 2018 | 7 | 2018 |