| A Python surrogate modeling framework with derivatives MA Bouhlel, JT Hwang, N Bartoli, R Lafage, J Morlier, JRRA Martins Advances in Engineering Software 135, 102662, 2019 | 452 | 2019 |
| Improving kriging surrogates of high-dimensional design models by Partial Least Squares dimension reduction MA Bouhlel, N Bartoli, A Otsmane, J Morlier Structural and Multidisciplinary Optimization 53 (5), 935-952, 2016 | 320 | 2016 |
| 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 |
| Efficient global optimization for high-dimensional constrained problems by using the Kriging models combined with the partial least squares method M Amine Bouhlel, N Bartoli, RG Regis, A Otsmane, J Morlier Engineering Optimization 50 (12), 2038-2053, 2018 | 173 | 2018 |
| 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 | 154 | 2019 |
| Fabrication and mechanical testing of glass fiber entangled sandwich beams: A comparison with honeycomb and foam sandwich beams A Shahdin, L Mezeix, C Bouvet, J Morlier, Y Gourinat Composite Structures 90 (4), 404-412, 2009 | 137 | 2009 |
| Smart monitoring of aeronautical composites plates based on electromechanical impedance measurements and artificial neural networks P Selva, O Cherrier, V Budinger, F Lachaud, J Morlier Engineering Structures 56, 794-804, 2013 | 127 | 2013 |
| An improved approach for estimating the hyperparameters of the kriging model for high‐dimensional problems through the partial least squares method MA Bouhlel, N Bartoli, A Otsmane, J Morlier Mathematical Problems in Engineering 2016 (1), 6723410, 2016 | 90 | 2016 |
| Surrogate modeling approximation using a mixture of experts based on EM joint estimation D Bettebghor, N Bartoli, S Grihon, J Morlier, M Samuelides Structural and multidisciplinary optimization 43 (2), 243-259, 2011 | 87 | 2011 |
| Damage localization using experimental modal parameters and topology optimization H Niemann, J Morlier, A Shahdin, Y Gourinat Mechanical systems and signal processing 24 (3), 636-652, 2010 | 79 | 2010 |
| Multidisciplinary design optimization framework with coupled derivative computation for hybrid aircraft A Sgueglia, P Schmollgruber, N Bartoli, E Benard, J Morlier, J Jasa, ... Journal of Aircraft 57 (4), 715-729, 2020 | 68 | 2020 |
| Isogeometric sizing and shape optimization of thin structures with a solid-shell approach T Hirschler, R Bouclier, A Duval, T Elguedj, J Morlier Structural and Multidisciplinary Optimization 59 (3), 767-785, 2019 | 67 | 2019 |
| Multi-fidelity efficient global optimization: Methodology and application to airfoil shape design M Meliani, N Bartoli, T Lefebvre, MA Bouhlel, JRRA Martins, J Morlier AIAA aviation 2019 forum, 3236, 2019 | 63 | 2019 |
| The embedded isogeometric Kirchhoff–Love shell: from design to shape optimization of non-conforming stiffened multipatch structures T Hirschler, R Bouclier, A Duval, T Elguedj, J Morlier Computer Methods in Applied Mechanics and Engineering 349, 774-797, 2019 | 56 | 2019 |
| Experimental characterization of cohesive zone models for thin adhesive layers loaded in mode I, mode II, and mixed-mode I/II by the use of a direct method G Lélias, E Paroissien, F Lachaud, J Morlier International Journal of Solids and Structures 158, 90-115, 2019 | 51 | 2019 |
| 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 |
| Virtual vibration measurement using KLT motion tracking algorithm J Morlier, G Michon journal of dynamic system, measurement and control 132 (1), 011003, 2010 | 49 | 2010 |
| Exploration and sizing of a large passenger aircraft with distributed ducted electric fans A Sgueglia, P Schmollgruber, N Bartoli, O Atinault, E Benard, J Morlier 2018 AIAA Aerospace Sciences Meeting, 1745, 2018 | 48 | 2018 |
| A mixed-categorical correlation kernel for Gaussian process P Saves, Y Diouane, N Bartoli, T Lefebvre, J Morlier Neurocomputing 550, 126472, 2023 | 47 | 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 |
Nathalie BartoliSenior researcher, ONERA - HDR Applied MathematicsVerified email at onera.fr
