Youssef Diouane

Member, GERAD

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

youssef.diouane@polymtl.ca

Phone: 514 340-4711 x3865

Office 5453

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

Jun 2024

Inexact direct-search methods for bilevel optimization problems

Youssef Diouane, Vyacheslav Kungurtsev, Francesco Rinaldi, and Damiano Zeffiro

Computational Optimization and Applications, 469–490, 2024 BibTeX reference

May 2024

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

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

Structural and Multidisciplinary Optimization, 67, Paper no: 81, 2024 BibTeX reference

May 2024

G-2024-31
A general error analysis for randomized low-rank approximation with application to data assimilation

Alexandre Scotto Di Perrotolo, Youssef Diouane, Selime Gürol, and Xavier Vasseur

Randomized algorithms have proven to perform well on a large class of numerical linear algebra problems. Their theoretical analysis is critical to provide gu...

BibTeX reference

12 publications

News

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.

Doctoral thesis defence of Paul Saves - January 19, 8h

Jan 10, 2024

Title: Optimisation multi-disciplinaire en grande dimension pour l'éco-conception avion avant projet

Results for the 2023-2024 GERAD undergraduate foreign trainees competition

Feb 13, 2023

GERAD is pleased to award 3 scholarships (of $3,500 each) for foreign interns who will come to work in our offices this summer.

The applications were submitted by: Michèle Breton and Dena Firozzi, Dominique Orban and Youssef Diaoune and a team composed of Charles Audet, Youssef Diaoune, Antoine Lesage-Landry and Sébastien Le Digabel.

We wish a good stay to all these new trainees!

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