Nathalie Bartoli

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Gaussian Process

Top Venues

Adv. Eng. Softw.

Reliab. Eng. Syst. Saf.

Publications

Paul Saves, Rémi Lafage, Nathalie Bartoli, Youssef Diouane, Jasper H. Bussemaker, Thierry Lefebvre, John T. Hwang, Joseph Morlier, Joaquim R. R. A. Martins
SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes. Adv. Eng. Softw. 188 (2024)
Paul Saves, Rémi Lafage, Nathalie Bartoli, Youssef Diouane, Jasper Bussemaker, Thierry Lefebvre, John T. Hwang, Joseph Morlier, Joaquim R. R. A. Martins
SMT 2.0: A Surrogate Modeling Toolbox with a focus on Hierarchical and Mixed Variables Gaussian Processes. CoRR (2023)
Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier
A mixed-categorical correlation kernel for Gaussian process. Neurocomputing 550 (2023)
Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier
High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft. CoRR (2023)
P. Saves, Youssef Diouane, Nathalie Bartoli, T. Lefebvre, Joseph Morlier
A mixed-categorical correlation kernel for Gaussian process. CoRR (2022)
Morgane Menz, Christian Gogu, Sylvain Dubreuil, Nathalie Bartoli, Jérôme Morio
Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses. Reliab. Eng. Syst. Saf. 196 (2020)
Rémy Priem, Hugo Gagnon, Ian Chittick, Stephane Dufresne, Youssef Diouane, Nathalie Bartoli
An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design. CoRR (2020)
Rémy Priem, Nathalie Bartoli, Youssef Diouane, Alessandro Sgueglia
Upper Trust Bound Feasibility Criterion for Mixed Constrained Bayesian Optimization with Application to Aircraft Design. CoRR (2020)
Morgane Menz, Sylvain Dubreuil, Jérôme Morio, Christian Gogu, Nathalie Bartoli, Marie Chiron
Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes. CoRR (2020)
Mohamed Amine Bouhlel, John T. Hwang, Nathalie Bartoli, Rémi Lafage, Joseph Morlier, Joaquim R. R. A. Martins
A Python surrogate modeling framework with derivatives. Adv. Eng. Softw. 135 (2019)