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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.

Email : youssef DOT diouane AT isae DOT fr

Phone : +33 561 338 947

 Research Interests

  • Numerical optimization
  • Inverse problems
  • Data assimilation
  • (Un)Supervised learning, e.g., classification, regression, clustering, dimensionality reduction, ...
  • Scientific computing and high performance computing
  • Applications in geophysics : full waveform inversion, depth imaging, ...
  • Applications in aeronautics : structural optimization, multi-disciplinary design optimization, ...

 Recent reports (Submitted)

- E. Bergou, Y. Diouane, V. Kungurtsev, and C. W. Royer. A Subsampling Line-Search Method with Second-Order Results. 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, 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)

- 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, 2018. (PDF)

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