Youssef Diouane

SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes

Paul Saves, Rémi Lafage, Nathalie Bartoli et al. · Advances in Engineering Software · 2023 · 98 citations · Full text

Data Surrogate, Gaussian Process, Surrogate Modeling Toolbox +7

Convergence and Complexity Analysis of a Levenberg–Marquardt Algorithm for Inverse Problems

El Houcine Bergou, Youssef Diouane, Vyacheslav Kungurtsev · Journal of Optimization Theory and Applications · 2020 · 78 citations · Full text

Numerical Analysis, Complexity Analysis, Numerical Computation +7

Upper trust bound feasibility criterion for mixed constrained Bayesian optimization with application to aircraft design

Rémy Priem, Nathalie Bartoli, Youssef Diouane et al. · Aerospace Science and Technology · 2020 · 50 citations · Full text

Mathematical Programming, Engineering, Continuous Optimization +8

On the use of the energy norm in trust-region and adaptive cubic regularization subproblems

El Houcine Bergou, Youssef Diouane · Computational Optimization and Applications · 2017 · 22 citations · Full text

Numerical Analysis, Mathematical Programming, Engineering +9

A Subsampling Line-Search Method with Second-Order Results

El Houcine Bergou, Youssef Diouane, Vladimír Kunc et al. · INFORMS Journal on Optimization · 2022 · 21 citations · Full text

Mathematical Programming, Engineering, Machine Learning +17