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-04801851 v1

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-04707543 v1
Image document

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-03930078 v1

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-03689618 v1
Image document

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-02767541 v1
Image document

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-03701671 v1
Image document

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-03324642 v1
Image document

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-02898960 v1
Image document

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-03121209 v1
Image document

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-02178314 v1