Professor
Department & Team
Computer Science
OMeGA
Responsibility
Team Head: OMeGA • Institute Director
Contact:
Nous écrire
Personal page
Areas of Expertise
My research activities lie at the intersection of artificial intelligence, metaheuristics, optimization, machine learning, and parallel computing, with a strong focus on industrial applications and complex systems.
Description
My research lies at the crossroads of artificial intelligence, metaheuristics, optimization, machine learning, and high-performance computing. I aim to design efficient and scalable algorithms for tackling complex real-world problems, often characterized by high dimensionality, uncertainty, and computational constraints.
This work is strongly interdisciplinary, with applications spanning industry, logistics, energy management, telecommunications, chemistry, advanced materials, and data-driven sciences.
Publications
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Learning-Driven Optimization with Integrated Multi-Model Approaches for Efficient Electric Vehicle Charging Scheduling (2025) Conference paper2025 IEEE Congress on Evolutionary Computation (CEC)
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Advanced models and a hybrid method for electric vehicle charging scheduling with diverse charger characteristics (2025) ArticleRAIRO - Operations Research
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Fast hybrid FNN-GPR modeling for state of health estimation in Lithium-ion cells using early charge data: addressing performance variability (2025) Conference paperSymposium on Advanced Technologies in Electrical Systems - SATES 2025
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Surrogate-assisted metaheuristics for the facility location problem with distributed demands on network edges (2025) ArticleComputers & Industrial Engineering
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Multi-Objective Approach for Efficient Grid Resources Allocation in Electric Vehicle Charging Schedules (2025) Conference paper26ème édition du congrès annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF 2025)