Youssef Diouane

Member, GERAD

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

youssef.diouane@polymtl.ca

Phone: 514 340-4711 x3865

Office 5453

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 2024

G-2024-10
Bayesian optimization with hidden constraints for aircraft design

Ali Tfaily, Youssef Diouane, Nathalie Bartoli, and Michael Kokkolaras

A challenge in aircraft design optimization is the presence of non-computable, so-called hidden, constraints that do not return a value in certain regions of...

BibTeX reference

Jun 2023

Efficient Acquisition Functions for Bayesian Optimization in the Presence of Hidden Constraints

Ali Tfaily, Michael Kokkolaras, Nathalie Bartoli, and Youssef Diouane

Proceedings of the 2023 AIAA Multidisciplinary Analysis and Optimization Conference, San Diego, California, 2023 BibTeX reference

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!

Supervision

Maxence Gollier Internship

Andrea Brilli Internship

Théo Denorme Ph.D.

Mohamed Laghdaf Habiboullah Ph.D.

Sacha Benarroch-Lelong Internship

Mohamed Laghdaf Habiboullah Internship

Maxence Gollier Internship

Théo Denorme Internship

Jie Gao Postdoctoral research

All supervisions (11)