Nathalie Bartoli

24 papers Journal 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-fidelity approaches for general constrained Bayesian optimization with application to aircraft design. CoRR Oihan Cordelier, Youssef Diouane, Nathalie Bartoli, Eric Laurendeau
2026	J	`jnl`	Scalable sparse co-Kriging for multi-fidelity data fusion: An application to aerodynamics. Reliab. Eng. Syst. Saf. Mauricio Castaño-Aguirre, Andrés F. López-Lopera, Nathalie Bartoli, Franck Massa, Thierry Lefebvre
2026	J	`jnl`	Transfer Learning in Bayesian Optimization for Aircraft Design. CoRR Ali Tfaily, Youssef Diouane, Nathalie Bartoli, Michael Kokkolaras
2025	J	`jnl`	Bayesian optimization for mixed variables using an adaptive dimension reduction process: applications to aircraft design. CoRR Paul Saves, Nathalie Bartoli, Youssef Diouane, Thierry Lefebvre, Joseph Morlier, Christophe David, Eric Nguyen Van, Sébastien Defoort
2025	J	`jnl`	Hierarchical Modeling and Architecture Optimization: Review and Unified Framework. CoRR Paul Saves, Edward Hallé-Hannan, Jasper H. Bussemaker, Youssef Diouane, Nathalie Bartoli
2025	J	`jnl`	High-Dimensional Bayesian Optimization Using Both Random and Supervised Embeddings. CoRR Rémy Priem, Youssef Diouane, Nathalie Bartoli, Sylvain Dubreuil, Paul Saves
2025	J	`jnl`	Multi-objective Bayesian Optimization With Mixed-categorical Design Variables for Expensive-to-evaluate Aeronautical Applications. CoRR Nathalie Bartoli, Thierry Lefebvre, Rémi Lafage, Paul Saves, Youssef Diouane, Joseph Morlier, Jasper H. Bussemaker, Giuseppa Donelli, Joao Marcos Gomes de Mello, Massimo Mandorino, Pierluigi Della Vecchia
2025	J	`jnl`	Regularized infill criteria for multi-objective Bayesian optimization with application to aircraft design. CoRR Robin Grapin, Youssef Diouane, Joseph Morlier, Nathalie Bartoli, Thierry Lefebvre, Paul Saves, Jasper H. Bussemaker
2025	J	`jnl`	Surrogate-based optimization of system architectures subject to hidden constraints. CoRR Jasper H. Bussemaker, Paul Saves, Nathalie Bartoli, Thierry Lefebvre, Björn Nagel
2025	J	`jnl`	System Architecture Optimization Strategies: Dealing with Expensive Hierarchical Problems. CoRR Jasper H. Bussemaker, Paul Saves, Nathalie Bartoli, Thierry Lefebvre, Rémi Lafage
2025	J	`jnl`	System architecture optimization strategies: dealing with expensive hierarchical problems. J. Glob. Optim. Jasper H. Bussemaker, Paul Saves, Nathalie Bartoli, Thierry Lefebvre, Rémi Lafage
2025	J	`jnl`	System-of-systems Modeling and Optimization: An Integrated Framework for Intermodal Mobility. CoRR Paul Saves, Jasper H. Bussemaker, Rémi Lafage, Thierry Lefebvre, Nathalie Bartoli, Youssef Diouane, Joseph Morlier
2024	J	`jnl`	Development of a Mission-Tailored Tail-Sitter MAV. Unmanned Syst. Luiz F. T. Fernandez, Murat Bronz, Nathalie Bartoli, Thierry Lefebvre
2024	J	`jnl`	SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes. Adv. Eng. Softw. Paul Saves, Rémi Lafage, Nathalie Bartoli, Youssef Diouane, Jasper H. Bussemaker, Thierry Lefebvre, John T. Hwang, Joseph Morlier, Joaquim R. R. A. Martins
2023	J	`jnl`	A mixed-categorical correlation kernel for Gaussian process. Neurocomputing Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier
2023	J	`jnl`	High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft. CoRR Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier
2023	J	`jnl`	SMT 2.0: A Surrogate Modeling Toolbox with a focus on Hierarchical and Mixed Variables Gaussian Processes. CoRR Paul Saves, Rémi Lafage, Nathalie Bartoli, Youssef Diouane, Jasper H. Bussemaker, Thierry Lefebvre, John T. Hwang, Joseph Morlier, Joaquim R. R. A. Martins
2022	J	`jnl`	A mixed-categorical correlation kernel for Gaussian process. CoRR Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier
2020	J	`jnl`	Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses. Reliab. Eng. Syst. Saf. Morgane Menz, Christian Gogu, Sylvain Dubreuil, Nathalie Bartoli, Jérôme Morio
2020	J	`jnl`	An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design. CoRR Rémy Priem, Hugo Gagnon, Ian Chittick, Stephane Dufresne, Youssef Diouane, Nathalie Bartoli
2020	J	`jnl`	Upper Trust Bound Feasibility Criterion for Mixed Constrained Bayesian Optimization with Application to Aircraft Design. CoRR Rémy Priem, Nathalie Bartoli, Youssef Diouane, Alessandro Sgueglia
2020	J	`jnl`	Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes. CoRR Morgane Menz, Sylvain Dubreuil, Jérôme Morio, Christian Gogu, Nathalie Bartoli, Marie Chiron
2019	J	`jnl`	A Python surrogate modeling framework with derivatives. Adv. Eng. Softw. Mohamed Amine Bouhlel, John T. Hwang, Nathalie Bartoli, Rémi Lafage, Joseph Morlier, Joaquim R. R. A. Martins
2019	—	`book`	Optimisation adaptative basée sur les métamodèles. (Surrogate-based and adaptive optimization). Nathalie Bartoli