Documents publiés en "2025"

A

Alipourhajiagha, M., Lemaire, P.-L., Diouane, Y., & Carreau, J. (décembre 2025). A probabilistic U-Net approach to downscaling climate simulations [Affiche]. The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025), San Diego, California, USA (7 pages). Disponible

Audet, C., Diouane, Y., Hallé-Hannan, E., Le Digabel, S., & Tribes, C. (2025). CatMADS: Mesh Adaptive Direct Search for constrained blackbox optimization with categorical variables. (Rapport technique n° G-2025-42). Lien externe

B

Bartoli, N., Lefèbvre, T., Lafage, R., Saves, P., Diouane, Y., Morlier, J., Bussemaker, J., Donelli, G., Marcos Gomes de Mello, J., Mandorino, M., & Della Vecchia, P. (juillet 2023). Multi-objective Bayesian Optimization With Mixed-categorical Design Variables for Expensive-to-evaluate Aeronautical Applications [Communication écrite]. AEROBEST conference, Lisbon, Portugal. Lien externe

Bergou, E., Chada, N. K., & Diouane, Y. (2025). A Stochastic iteratively regularized Gauss–Newton method. Inverse Problems, 41(1), 015005 (22 pages). Disponible

C

Cordelier, O., Diouane, Y., Bartoli, N., & Laurendeau, É. (juillet 2025). Multi-Fidelity Constrained Bayesian Optimization with Application to Aircraft Wing Design [Communication écrite]. AIAA Aviation forum and ascend 2025, Las Vegas, NV, USA. Lien externe

D

Diouane, Y., Gollier, M., Habiboullah, M. L., & Orban, D. (2025). RegularizedOptimization.jl: A Julia framework for regularized and nonsmooth optimization. (Rapport technique n° G-2025-75). Lien externe

F

Farzin, A. A., Pun, Y.-M., Lesage-Landry, A., Diouane, Y., & Shames, I. (2025). Min-max optimisation for nonconvex-nonconcave functions using a random zeroth-order extragradient algorithm. Transactions on Machine Learning Research, 59 pages. Disponible

H

Hallé-Hannan, E., Audet, C., Diouane, Y., Le Digabel, S., & Saves, P. (2025). A distance for mixed-variable and hierarchical domains with meta variables. Neurocomputing, 131208. Lien externe

Hallé-Hannan, E., Audet, C., Diouane, Y., Le Digabel, S., & Tribes, C. (2025). Cat-Suite: A collection of optimization problems with categorical and quantitative variables for benchmarking. (Rapport technique n° G-2025-39). Lien externe

S

Saves, P., Bussemaker, J., Lafage, R., Lefèbvre, T., Bartoli, N., Diouane, Y., & Morlier, J. (juin 2024). System-of-systems Modeling and Optimization: An Integrated Framework for Intermodal Mobility [Communication écrite]. 24th joint ONERA-DLR Aerospace Symposium (ODAS 2024), Braunschweig, Germany. Lien externe

Saves, P., Nguyen Van, E., Bartoli, N., Lefèbvre, T., Diouane, Y., & Morlier, J. (janvier 2025). Sustainable Eco-Design of Hybrid-Electric Aircraft via Bayesian Optimization with Mixed Hierarchical Variables [Communication écrite]. Towards Sustainable Aviation Summit 2025, Toulouse, France. Lien externe

T

Tfaily, A., Bartoli, N., Diouane, Y., & Kokkolaras, M. (2025). Transfer learning in surrogate modeling with emphasis on aircraft design. (Rapport technique n° G-2025-50). Lien externe