Youssef Diouane

Member, GERAD

Associate Professor, Department of Mathematical and Industrial Engineering , Polytechnique Montréal

youssef.diouane@polymtl.ca

Phone: 514 340-4711 x3865

Office 5487

Other titles and affiliations

Feb 2022 – May 2024

Assistant Professor, Department of Mathematics and Industrial Engineering, Polytechnique Montréal

Research Axes

Axis 2: Decision support made in complex systems
Axis 3: Decision support made under uncertainty

Research Applications

Energy, environment and natural resources
Engineering (engineering design, digital design)

Publications

Jan 2025

Sustainable Eco-Design of Hybrid-Electric Aircraft via Bayesian Optimization with Mixed Hierarchical Variables

Paul Saves, Eric Nguyen Van, Nathalie Bartoli, Thierry Lefebvre, Youssef Diouane, and Joseph Morlier

Towards Sustainable Aviation Summit, Toulouse, France, 2025 BibTeX reference

Jan 2025

A Stochastic iteratively regularized Gauss–Newton method

Elhoucine Bergou, Neil K Chada, and Youssef Diouane

Inverse Problems, 41(1), Paper no: 015005, 2025 BibTeX reference

Jan 2025

High-Dimensional Bayesian Optimization Using Both Random and Supervised Embeddings

Remy Priem, Youssef Diouane, Nathalie Bartoli, Sylvain Dubreuil, and Paul Saves

AIAA Journal, 63(1), 2025 BibTeX reference

22 publications

News

Master's Thesis Defence of Valentin Sylvain Bernard Dijon - November 25, 15h00

Nov 18, 2024

Title: A Stochastic Levenberg-Marquardt Method for Nonsmooth Regularized Inverse Problems

2024-2025 Results of the GERAD Co-supervised Doctoral Scholarship Competition

Aug 22, 2024

We are pleased to announce the winners of the co-supervised doctoral scholarship competition, who will receive a $12,500 scholarship.

Results for the 2024-2025 GERAD undergraduate foreign trainees competition

Apr 11, 2024

GERAD is pleased to award 4 scholarships for foreign interns who will come to work in our offices this summer.

5 news

Events

Apr 2, 202510:00 AM — 11:00 AM

Bayesian optimization applied to constrained black-box problems for different aeronautical applications

GERAD seminar
Nathalie Bartoli – ONERA

Hybrid activity at GERAD

Prizes and awards

2023

2023 AIAA Multidisciplinary Design Optimization Best Paper

Paper citation: P. Saves, N. Bartoli, Y. Diouane, T. Lefebvre, J. Morlier, Ch. David, E. Nguyen Van, and S. Defoort. (2022). Multidisciplinary design optimization with mixed categorical variables for aircraft design. AIAA SciTech 2022, https://doi.org/10.2514/6.2022-0082

American Institute of Aeronautics and Astronautics (AIAA)

Editorial Boards & Comittees

Associate Editor, Computational Optimization and Applications, 2023 - ...
Special Issue Editor, Mathematical Programming, special issue dedicated to ISMP 2024, 2023-2025

Supervision

Valentin Dijon Ph.D.

Maxence Gollier Ph.D.

Adrien Durand Ph.D.

Mohamed Ali Belhafnaoui Ph.D.

Oihan Cordelier Internship

Maxence Gollier Internship

Andrea Brilli Internship

Oussama Mouhtal Ph.D.

Mohamed Laghdaf Habiboullah Ph.D.

All supervisions (25)