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)

A mixed-categorical correlation kernel for Gaussian process. - Paul Saves; Youssef Diouane; Nathalie Bartoli; Thierry Lefebvre; Joseph Morlier (Neurocomputing, 2023)

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., 2024)

Development of a Mission-Tailored Tail-Sitter MAV. - Luiz F. T. Fernandez; Murat Bronz; Nathalie Bartoli; Thierry Lefebvre (Unmanned Syst., 2024)

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, 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, 2025)

Surrogate-based optimization of system architectures subject to hidden constraints. - Jasper H. Bussemaker; Paul Saves; Nathalie Bartoli; Thierry Lefebvre; Björn Nagel (CoRR, 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, 2025)

System architecture optimization strategies: dealing with expensive hierarchical problems. - Jasper H. Bussemaker; Paul Saves; Nathalie Bartoli; Thierry Lefebvre; Rémi Lafage (J. Glob. Optim., 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, 2025)