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Research interests and affiliations

Research interests
  • Numerical Optimization
  • Surrogate Modeling 
  • Data Science and Machine Learning
  • Computational Science and Engineering
Expertise type(s) (NSERC subjects)
  • 2107 Modelling, simulation and finite element methods
  • 2108 Aerospace, aeronautical and automotive engineering
  • 1601 Operations research and management science
  • 2715 Optimization

Publications

Featured

Biography

Youssef Diouane is a professor at the department of Mathematics and Industrial Engineering (MAGI) of Polytechnique Montréal, Canada, effective February 1, 2022. 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

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