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Christophe Tribes

Algorithm 1027: NOMAD Version 4: Nonlinear Optimization with the MADS Algorithm
2022 · Charles Audet, Sébastien Le Digabel, et al. · ACM Transactions on Mathematical Software · 67
The Mesh Adaptive Direct Search Algorithm for Granular and Discrete Variables
2019 · Charles Audet, Sébastien Le Digabel, et al. · SIAM Journal on Optimization · 58
Airfoil Shape Optimization Using a Nonuniform Rational B-Splines Parametrization Under Thickness Constraint
2006 · Simon Painchaud-Ouellet, Christophe Tribes, et al. · AIAA Journal · 51
An improved model for predicting the dynamic behaviour of adsorption systems
1996 · S.M. Sami, C. Tribes · Applied Thermal Engineering · 48
Reducing the Number of Function Evaluations in Mesh Adaptive Direct Search Algorithms
2014 · Charles Audet, Andrea Ianni, et al. · SIAM Journal on Optimization · 46
Numerical prediction of capillary tube behaviour with pure and binary alternative refrigerants
1998 · S.M. Sami, C. Tribes · Applied Thermal Engineering · 45
Mesh-based Nelder–Mead algorithm for inequality constrained optimization
2018 · Charles Audet, Christophe Tribes · Computational Optimization and Applications · 37
Decomposition of multidisciplinary optimization problems: formulations and application to a simplified wing design
2005 · Christophe Tribes, Jean-François Dubé, et al. · Engineering Optimization · 35
Multi-fidelity shape optimization of hydraulic turbine runner blades using a multi-objective mesh adaptive direct search algorithm
2015 · S. Bahrami, C. Tribes, et al. · Applied Mathematical Modelling · 32
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HyperNOMAD
2021 · Dounia Lakhmiri, Sébastien Le Digabel, et al. · ACM Transactions on Mathematical Software · 27
Variable-fidelity optimization: Efficiency and robustness
2006 · Xavier Marduel, Christophe Tribes, et al. · Optimization and Engineering · 26
NOMAD version 4: Nonlinear optimization with the MADS algorithm
2021 · Audet, Charles, Digabel, Sébastien Le, et al. · arXiv (Cornell University) · 24
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Robust optimization of noisy blackbox problems using the Mesh Adaptive Direct Search algorithm
2018 · Charles Audet, Amina Ihaddadene, et al. · Optimization Letters · 24
Dynamic scaling in the mesh adaptive direct search algorithm for blackbox optimization
2015 · Charles Audet, Sébastien Le Digabel, et al. · Optimization and Engineering · 20
Airfoil Shape Optimization Using NURBS Representation Under Thickness Constraint
2004 · Simon Painchaud-Ouellet, Christophe Tribes, et al. · AIAA Aerospace Sciences Meeting and Exhibit · 16
Direct Search Airfoil Optimization Using Far-Field Drag Decomposition Results
2015 · Martin Gariepy, Jean-Yves Trepanier, et al. · AIAA Aerospace Sciences Meeting · 12
NOMAD User Guide. Version 3.7.2
2009 · Charles Audet, Sébastien Le Digabel, et al. · Les Cahiers du GERAD · 11
HyperNOMAD: Hyperparameter optimization of deep neural networks using mesh adaptive direct search
2019 · Lakhmiri, Dounia, Digabel, Sébastien Le, et al. · arXiv (Cornell University) · 10
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Multi-fidelity design optimization of Francis turbine runner blades
2014 · S Bahrami, C Tribes, et al. · IOP Conference Series Earth and Environmental Science · 9
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Solar: a solar thermal power plant simulator for blackbox optimization benchmarking
2025 · Nicolau Andrés-Thió, Charles Audet, et al. · Optimization and Engineering · 7
HyperNOMAD: Hyperparameter optimization of deep neural networks using mesh adaptive direct search
2019 · Dounia Lakhmiri, Sébastien Le Digabel, et al. · PolyPublie (École Polytechnique de Montréal) · 7
Conceptual Design Framework for Blended Wing Body Aircraft
2012 · Martin Weil Brenner, Jean-yves Trepanier, et al. · AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference (MAO) · 7
Airfoil Generation and Optimization using Multiresolution B-Spline Control with Geometrical Constraints
2007 · Noemi Giammichele, Jean-Yves Trépanier, et al. · AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference (SDM) · 7
Hyperparameter Optimization for Large Language Model Instruction-Tuning
2023 · Tribes, Christophe, Benarroch-Lelong, Sacha, et al. · arXiv (Cornell University) · 5
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Framework for the Robust Design Optimization of an Airframe and its Engines
2013 · Philippe J. Couturier, Christophe Tribes, et al. · Journal of Aerospace Engineering · 5
Works count: 82
Citation count: 684
H-index: 15
I10-index: 18
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