Joseph Morlier

A Python surrogate modeling framework with derivatives

Mohamed Amine Bouhlel, John T. Hwang, Nathalie Bartoli et al. · Advances in Engineering Software · 2019 · 347 citations

Natural Sciences, Computational Engineering, Mathematics +10

Improving kriging surrogates of high-dimensional design models by Partial Least Squares dimension reduction

Mohamed Amine Bouhlel, Nathalie Bartoli, Abdelkader Otsmane et al. · Structural and Multidisciplinary Optimization · 2016 · 216 citations · Full text

Computing, Computational Engineering, Mathematics +13

SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes

Paul Saves, Rémi Lafage, Nathalie Bartoli et al. · Advances in Engineering Software · 2023 · 117 citations · Full text

Computing, Computational Engineering, Optimization +13

Adaptive modeling strategy for constrained global optimization with application to aerodynamic wing design

Nathalie Bartoli, Thierry Lefèbvre, Sylvain Dubreuil et al. · Aerospace Science and Technology · 2019 · 108 citations

Engineering, Aerospace Engineering, Mechanical Engineering +16

Smart monitoring of aeronautical composites plates based on electromechanical impedance measurements and artificial neural networks

Pierre Selva, Olivier Cherrier, Valérie Budinger et al. · Engineering Structures · 2013 · 106 citations

Engineering, Aerospace Engineering, Materials Engineering +17