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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.

 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)

- E. Bergou, Y. Diouane, V. Kungurtsev, and C. W. Royer. A Stochastic Levenberg-Marquardt Method Using Random Models with Application to Data Assimilation. Tech. Report (submitted), ISAE-SUPAERO, 2018. (PDF)

- 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 and Complexity Analysis. 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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