Nathalie Bartoli

According to our database, Nathalie Bartoli authored at least 18 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

System-of-systems Modeling and Optimization: An Integrated Framework for Intermodal Mobility.

Paul Saves, Jasper H. Bussemaker, Rémi Lafage, Thierry Lefebvre, Nathalie Bartoli, Youssef Diouane, Joseph Morlier

CoRR, July, 2025

Hierarchical Modeling and Architecture Optimization: Review and Unified Framework.

Paul Saves, Edward Hallé-Hannan, Jasper H. Bussemaker, Youssef Diouane, Nathalie Bartoli

CoRR, June, 2025

System architecture optimization strategies: dealing with expensive hierarchical problems.

Jasper H. Bussemaker, Paul Saves, Nathalie Bartoli, Thierry Lefebvre, Rémi Lafage

J. Glob. Optim., April, 2025

Multi-objective Bayesian Optimization With Mixed-categorical Design Variables for Expensive-to-evaluate Aeronautical Applications.

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

CoRR, April, 2025

Surrogate-based optimization of system architectures subject to hidden constraints.

Jasper H. Bussemaker, Paul Saves, Nathalie Bartoli, Thierry Lefebvre, Björn Nagel

CoRR, April, 2025

Bayesian optimization for mixed variables using an adaptive dimension reduction process: applications to aircraft design.

Paul Saves, Nathalie Bartoli, Youssef Diouane, Thierry Lefebvre, Joseph Morlier, Christophe David, Eric Nguyen Van, Sébastien Defoort

CoRR, April, 2025

Regularized infill criteria for multi-objective Bayesian optimization with application to aircraft design.

Robin Grapin, Youssef Diouane, Joseph Morlier, Nathalie Bartoli, Thierry Lefebvre, Paul Saves, Jasper H. Bussemaker

CoRR, April, 2025

High-Dimensional Bayesian Optimization Using Both Random and Supervised Embeddings.

Rémy Priem, Youssef Diouane, Nathalie Bartoli, Sylvain Dubreuil, Paul Saves

CoRR, February, 2025

2024

Development of a Mission-Tailored Tail-Sitter MAV.

Luiz F. T. Fernandez, Murat Bronz, Nathalie Bartoli, Thierry Lefebvre

Unmanned Syst., May, 2024

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

Paul Saves, Rémi Lafage, Nathalie Bartoli, Youssef Diouane, Jasper H. Bussemaker, Thierry Lefebvre, John T. Hwang, Joseph Morlier, Joaquim R. R. A. Martins

Adv. Eng. Softw., February, 2024

2023

A mixed-categorical correlation kernel for Gaussian process.

Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier

Neurocomputing, 2023

High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft.

Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier

CoRR, 2023

2020

Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses.

Morgane Menz, Christian Gogu, Sylvain Dubreuil, Nathalie Bartoli, Jérôme Morio

Reliab. Eng. Syst. Saf., 2020

Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes.

Morgane Menz, Sylvain Dubreuil, Jérôme Morio, Christian Gogu, Nathalie Bartoli, Marie Chiron

CoRR, 2020

An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design.

Rémy Priem, Hugo Gagnon, Ian Chittick, Stephane Dufresne, Youssef Diouane, Nathalie Bartoli

CoRR, 2020

Upper Trust Bound Feasibility Criterion for Mixed Constrained Bayesian Optimization with Application to Aircraft Design.

Rémy Priem, Nathalie Bartoli, Youssef Diouane, Alessandro Sgueglia

CoRR, 2020

2019

A Python surrogate modeling framework with derivatives.

Mohamed Amine Bouhlel, John T. Hwang, Nathalie Bartoli, Rémi Lafage, Joseph Morlier, Joaquim R. R. A. Martins

Adv. Eng. Softw., 2019

Optimisation adaptative basée sur les métamodèles. (Surrogate-based and adaptive optimization).

Nathalie Bartoli

, 2019