Youssef Diouane

 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
• Scientific computing and high performance computing
• Applications in geophysics : full waveform inversion, depth imaging, ...
• Applications in aeronautics : structural optimization, multi-disciplinary design optimization, ...
• Applications in data science : classification, regression, clustering, dimensionality reduction, ...

 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)