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Youssef Diouane

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 Welcome

I am an Associate Professor in Applied Mathematics at the Aeronautics and Space Institute (ISAE) of Toulouse, France.

 News

  • Sujet de stage M2 : Inversion des données de fouillis radar pour la caractérisation de la basse troposphère. (PDF)
  •  Contact Info

    Institut Supérieur de l’Aéronautique et de l’Espace (ISAE)
    10 Av. Édouard Belin,
    31400 Toulouse,
    France

    Email : youssef DOT diouane AT isae DOT fr

    Phone : +33 561 338 947

     Recent reports (Submitted)

    - Y. Diouane. A Merit Function Approach for Evolution Strategies. Tech. Report (submitted), ISAE-SUPAERO, 2018. (PDF)

    - E. Bergou, Y. Diouane, and S. Gratton. A line-search algorithm inspired by the adaptive cubic regularization framework with a worst-case complexity $\mathcalO(\epsilon^-3/2)$ Tech. Report (submitted), ISAE-SUPAERO, 2017. (PDF)

    - E. Bergou, Y. Diouane, and V. Kungurtsev. Convergence and Iteration Complexity Analysis of a Levenberg-Marquardt Algorithm for Zero and Non-zero Residual Inverse Problems. Tech. Report (submitted), ISAE-SUPAERO, 2017. (PDF)

     Research Interests

    • Scientific computing
      • Constrained and unconstrained optimization
      • Convergence theory
      • Evolution strategies
      • Global optimization
      • High performance computing
      • Massively parallel computing
      • Numerical implementation in Matlab, Python, Fortran, C/C++ or Java.
    • Applications in Geophysics
      • Full waveform inversion, depth imaging, inverse problems
      • Solution of the three-dimensional Helmholtz equation in the frequency domain
    • Application in Aeronautics
      • Multi-disciplinary design optimization.

         Teaching

    • 2015 - ... : Inverse Problems (third year, ISAE-SUPAERO)
    • 2015 - ... : Data Assimilation (third year, ISAE-SUPAERO)
    • 2015 - ... : Numerical Analysis (first year, ENAC)
    • 2015 - ... : Probability and Statistics (first year, ISAE-SUPAERO)
    • 2015 - ... : Optimization theory — Advanced — (first year, ISAE-SUPAERO)
    • 2011 - ... : Functional Analysis and Measure Theory (first year, ISAE-SUPAERO and ISAE-ENSICA)
    • 2011 - ... : Matrix Analysis and Optimization (first year, ISAE-SUPAERO and ISAE-ENSICA)

    NB : ISAE-SUPAERO provides education during 3 years required to earn a French engineering degree, which is a higher degree than Bachelor and equivalent to Master.

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