Maxime Gobert

11
Documents

Publications

Publications

Multi-fidelity optimization for the day-ahead scheduling of Pumped Hydro Energy Storage

Pietro Favaro , Maxime Gobert , Jean-François Toubeau

Journal of Energy Storage, 2024, 103, pp.114096. ⟨10.1016/j.est.2024.114096⟩

Article dans une revue hal-04801851v1

Observations in applying Bayesian versus evolutionary approaches and their hybrids in parallel time-constrained optimization

Maxime Gobert , Guillaume Briffoteaux , Jan Gmys , Nouredine Melab , Daniel Tuyttens

Engineering Applications of Artificial Intelligence, 2024, 137, pp.109075. ⟨10.1016/j.engappai.2024.109075⟩

Article dans une revue hal-04707543v1

Identification of the Parameter Values of the Constitutive and Friction Models in Machining Using EGO Algorithm: Application to Ti6Al4V

Nithyaraaj Kugalur Palanisamy , Edouard Rivière Lorphèvre , Maxime Gobert , Guillaume Briffoteaux , Daniel Tuyttens et al.

Metals, 2022, 12 (6), pp.976. ⟨10.3390/met12060976⟩

Article dans une revue hal-03689618v1
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Batch Acquisition for Parallel Bayesian Optimization—Application to Hydro-Energy Storage Systems Scheduling

Maxime Gobert , Jan Gmys , Jean-François Toubeau , Nouredine Melab , Daniel Tuyttens et al.

Algorithms, 2022, 15 (12), pp.446. ⟨10.3390/a15120446⟩

Article dans une revue hal-03930078v1
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Parallel Surrogate-assisted Optimization: Batched Bayesian Neural Network-assisted GA versus q-EGO

Guillaume Briffoteaux , Maxime Gobert , Romain Ragonnet , Jan Gmys , Mohand Mezmaz et al.

Swarm and Evolutionary Computation, 2020, pp.100717. ⟨10.1016/j.swevo.2020.100717⟩

Article dans une revue hal-02767541v1
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Parallel Bayesian Optimization for Optimal Scheduling of Underground Pumped Hydro-Energy Storage Systems

Maxime Gobert , Jan Gmys , Jean-François Toubeau , Nouredine Melab , Daniel Tuyttens et al.

IPDPSw PDCO - Parallel / Distributed Combinatorics and Optimization, May 2022, Lyon (remote), France. ⟨10.1109/IPDPSW55747.2022.00133⟩

Communication dans un congrès hal-03701671v1
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Space Partitioning with multiple models for Parallel Bayesian Optimization

Maxime Gobert , Jan Gmys , Nouredine Melab , Daniel Tuyttens

OLA 2021 - Optimization and Learning Algorithm, Jun 2021, Sicilia / Virtual, Italy

Communication dans un congrès hal-03324642v1
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Towards Adaptive Space Partitioning for Large-scale Parallel Bayesian Optimization

Maxime Gobert , Jan Gmys , Nouredine Melab , Daniel Tuyttens

OLA'2020 - International Conference on Optimization and Learning, Feb 2020, Cadix, Spain

Communication dans un congrès hal-02898960v1
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Adaptive Space Partitioning for Parallel Bayesian Optimization

Maxime Gobert , Jan Gmys , Nouredine Melab , Daniel Tuyttens

HPCS 2020 - 18th International Conference on High Performance Computing & Simulation, Dec 2020, Barcelona / Virtual, Spain

Communication dans un congrès hal-03121209v1
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Surrogate-Assisted Optimization for Multi-stage Optimal Scheduling of Virtual Power Plants

Maxime Gobert , Jan Gmys , Jean-François Toubeau , Francois Vallee , Nouredine Melab et al.

PaCOS 2019 - International Workshop on the Synergy of Parallel Computing, Optimization and Simulation (part of HPCS 2019), Jul 2019, Dublin, Ireland

Communication dans un congrès hal-02178314v1