| SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes P Saves, R Lafage, N Bartoli, Y Diouane, J Bussemaker, T Lefebvre, ... Advances in Engineering Software 188, 103571, 2024 | 183 | 2024 |
| Convergence and Complexity Analysis of a Levenberg-Marquardt Algorithm for Inverse Problems E Bergou, Y Diouane, V Kungurtsev Journal of Optimization Theory and Applications 185 (3), 927–944, 2020 | 97 | 2020 |
| Upper trust bound feasibility criterion for mixed constrained Bayesian optimization with application to aircraft design R Priem, N Bartoli, Y Diouane, A Sgueglia Aerospace Science and Technology 105, 105980, 2020 | 75 | 2020 |
| An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design. R Priem, H Gagnon, I Chittick, S Dufresne, Y Diouane, N Bartoli AIAA aviation 2020 forum, 3152, 2020 | 56 | 2020 |
| TREGO: a trust-region framework for efficient global optimization Y Diouane, V Picheny, RL Riche, ASD Perrotolo Journal of Global Optimization 86 (1), 1-23, 2023 | 55 | 2023 |
| A mixed-categorical correlation kernel for Gaussian process P Saves, Y Diouane, N Bartoli, T Lefebvre, J Morlier Neurocomputing 550, 126472, 2023 | 46 | 2023 |
| Bayesian optimization for mixed variables using an adaptive dimension reduction process: applications to aircraft design P Saves, N Bartoli, Y Diouane, T Lefebvre, J Morlier, C David, ... AIAA SciTech 2022 Forum, 0082, 2022 | 41 | 2022 |
| On the use of upper trust bounds in constrained Bayesian optimization infill criteria R Priem, N Bartoli, Y Diouane AIAA aviation 2019 forum, 2986, 2019 | 35 | 2019 |
| A subsampling line-search method with second-order results E Bergou, Y Diouane, V Kungurtsev, CW Royer INFORMS Journal on Optimization, 2022 | 34 | 2022 |
| Globally convergent evolution strategies for constrained optimization Y Diouane, S Gratton, LN Vicente Computational Optimization and Applications 62 (2), 323-346, 2015 | 31 | 2015 |
| Globally convergent evolution strategies Y Diouane, S Gratton, LN Vicente Mathematical Programming 152 (1-2), 467-490, 2015 | 30 | 2015 |
| A Stochastic Levenberg--Marquardt Method Using Random Models with Complexity Results EH Bergou, Y Diouane, V Kungurtsev, CW Royer SIAM/ASA Journal on Uncertainty Quantification 10 (1), 507-536, 2022 | 29* | 2022 |
| On the use of the energy norm in trust-region and adaptive cubic regularization subproblems E Bergou, Y Diouane, S Gratton Computational Optimization and Applications 68 (3), 533--554, 2017 | 29 | 2017 |
| Regularized infill criteria for multi-objective Bayesian optimization with application to aircraft design R Grapin, Y Diouane, J Morlier, N Bartoli, T Lefebvre, P Saves, ... AIAA AVIATION 2022 Forum, 4053, 2022 | 24 | 2022 |
| Constrained Bayesian optimization over mixed categorical variables, with application to aircraft design P Saves, N Bartoli, Y Diouane, T Lefebvre, J Morlier, C David, EN Van, ... AeroBest 2021, 2021 | 22 | 2021 |
| A parallel evolution strategy for an earth imaging problem in geophysics Y Diouane, S Gratton, X Vasseur, LN Vicente, H Calandra Optimization and Engineering 17 (1), 3-26, 2016 | 22 | 2016 |
| A Line-Search Algorithm Inspired by the Adaptive Cubic Regularization Framework and Complexity Analysis EH Bergou, Y Diouane, S Gratton Journal of Optimization Theory and Applications 178 (3), 885--913, 2018 | 20* | 2018 |
| Correction: Multidisciplinary design optimization with mixed categorical variables for aircraft design P Saves, N Bartoli, Y Diouane, T Lefebvre, J Morlier, C David, ... AIAA Scitech 2022 Forum, 0082. c1, 2022 | 16 | 2022 |
| Worst-case complexity bounds of directional direct-search methods for multiobjective optimization AL Custódio, Y Diouane, R Garmanjani, E Riccietti Journal of Optimization Theory and Applications 188 (1), 73-93, 2021 | 15 | 2021 |
| Mixed Variable Structural Optimization: toward an Efficient Hybrid Algorithm PJ Barjhoux, S Grihon, J Morlier, Y Diouane, D Bettebghor World Congress in Structure and Multidisciplinary Optimization, WCSMO 12, 5-9, 2017 | 15 | 2017 |
Nathalie BartoliSenior researcher, ONERA - HDR Applied MathematicsVerified email at onera.fr
