Department of Mathematical and Industrial Engineering
Operations research and management science Optimization Modelling, simulation and finite element methods Aerospace, aeronautical and automotive engineering
Modeling and Artificial Intelligence
Sustainable Transport and Infrastructures Industry of the Future and Digital Society
Research interests and affiliations
- Numerical Optimization
- Surrogate Modeling
- Data Science and Machine Learning
- Computational Science and Engineering
- 2107 Modelling, simulation and finite element methods
- 2108 Aerospace, aeronautical and automotive engineering
- 1601 Operations research and management science
- 2715 Optimization
Publications
Biography
Youssef Diouane is a professor at the department of Mathematics and Industrial Engineering (MAGI) of Polytechnique Montréal, Canada. Before joining MAGI, Prof. Diouane was a professor in the department of Complex Systems and Engineering (DISC) at ISAE-SUPAERO, Toulouse, France.
His research is concerned with using numerical optimization and its applications to complex systems, design and data sciences. He targets to develop and provide efficient optimization algorithms with optimal guarantees to solve optimization problems arising in engineering applications. He is associate editor for the numerical optimization journal "Computational Optimization and Applications". He serves also as guest co-editor for a special issue of "Mathematical Programming" related to the 25th International Symposium on Mathematical Programming.
Teaching
- MTH2210: Calcul scientifique pour ingénieurs
- MTH8414: Fondements de recherche opérationnelle
- MTH8418: Optimisation sans dérivées
Supervision at Polytechnique
COMPLETED
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Master's Thesis (1)
- Kenens, A. (2022). Algorithmes de moindres carrés non linéaires en précision mixte avec applications aux problèmes d'ajustement de faisceaux [Master's thesis, Polytechnique Montréal].
- Kenens, A. (2022). Algorithmes de moindres carrés non linéaires en précision mixte avec applications aux problèmes d'ajustement de faisceaux [Master's thesis, Polytechnique Montréal].
