Profil

Gobert Maxime

Université de Mons - UMONS > Faculté Polytechnique > Service de Mathématique et Recherche opérationnelle

ORCID
0000-0003-4925-4995
Main Referenced Co-authors
TUYTTENS, Daniel  (10)
Melab, Nouredine (8)
Gmys, Jan (4)
Gmys, Jan  (4)
Briffoteaux, Guillaume  (3)
Main Referenced Keywords
Simulation (2); AI (1); artificial intelligence (1); Automation (1); Batch-parallel optimization (1);
Main Referenced Disciplines
Mathematics (5)
Computer science (4)
Electrical & electronics engineering (2)
Mechanical engineering (2)

Publications (total 10)

The most downloaded
59 downloads
Gobert, M., Gmys, J., Toubeau, J.-F., Melab, N., Tuyttens, D., & Vallée, F. (26 November 2022). Batch Acquisition for Parallel Bayesian Optimization— Application to Hydro-Energy Storage Systems Scheduling. Algorithms, 15 (12), 446. doi:10.3390/a15120446 https://hdl.handle.net/20.500.12907/43949

The most cited

20 citations (Scopus®)

Briffoteaux, G., Gobert, M., Ragonnet, R., Gmys, J., Mezmaz, M., Melab, N., & Tuyttens, D. (2020). Parallel Surrogate-assisted Optimization: Batched Bayesian Neural Network-assisted GA versus q-EGO. Swarm and Evolutionary Computation. https://hdl.handle.net/20.500.12907/8135

Ducobu, F., Kugalur-Palanisamy, N., Briffoteaux, G., Gobert, M., Tuyttens, D., Arrazola, P.-J., & Rivière, E. (16 April 2024). Identification of the Constitutive and Friction Models Parameters via a Multi-Objective Surrogate-Assisted Algorithm for the Modeling of Machining—Application to Arbitrary Lagrangian Eulerian Orthogonal Cutting of Ti6Al4V. Journal of Manufacturing Science and Engineering, 146 (6). doi:10.1115/1.4065223
Peer Reviewed verified by ORBi

Gobert, M., Gmys, J., Toubeau, J.-F., Melab, N., Tuyttens, D., & Vallée, F. (26 November 2022). Batch Acquisition for Parallel Bayesian Optimization— Application to Hydro-Energy Storage Systems Scheduling. Algorithms, 15 (12), 446. doi:10.3390/a15120446
Peer Reviewed verified by ORBi

Gobert, M., Gmys, J., Toubeau, J.-F., Melab, N., Tuyttens, D., & Vallée, F. (2022). Parallel Bayesian Optimization for Optimal Scheduling of Underground Pumped Hydro-Energy Storage Systems. In Proceedings - 2022 IEEE 36th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2022. Institute of Electrical and Electronics Engineers Inc. doi:10.1109/IPDPSW55747.2022.00133
Peer reviewed

KUGALUR PALANISAMY, N., RIVIERE LORPHEVRE, E., Gobert, M., Briffoteaux, G., Tuyttens, D., Arrazola, P.-J., & DUCOBU, F. (06 June 2022). Identification of the Parameter Values of the Constitutive and Friction Models in Machining Using EGO Algorithm: Application to Ti6Al4V. Metals, 12 (6), 976. doi:10.3390/met12060976
Peer Reviewed verified by ORBi

Gobert, M., Gmys, J., Melab, N., & Tuyttens, D. (2021). Adaptive Space Partitioning for Parallel BayesianOptimization. In HPCS Proceedings. ieee.
Peer reviewed

Gobert, M., Gmys, J., Melab, N., & Tuyttens, D. (2021). Space Partitioning with multiple models for Parallel Bayesian Optimization [Paper presentation]. International Conference on Optimization and Learning Algorithm, Sicilia (virtual), Italy.

Briffoteaux, G., Gobert, M., Ragonnet, R., Gmys, J., Mezmaz, M., Melab, N., & Tuyttens, D. (2020). Parallel Surrogate-assisted Optimization: Batched Bayesian Neural Network-assisted GA versus q-EGO. Swarm and Evolutionary Computation.
Peer Reviewed verified by ORBi

Gobert, M., Gmys, J., Melab, N., & Tuyttens, D. (2020). Towards Adaptive Space Partitioning for Large-scale Parallel Bayesian Optimization [Paper presentation]. International Conference on Optimization and Learning OLA'2020 17-19 February, Cadiz, Spain.

Gobert, M., Gmys, J., Toubeau, J.-F., Vallée, F., Melab, N., & Tuyttens, D. (2019). Surrogate-Assisted Optimization for Multi-Stage Optimal Scheduling of Virtual Power Plants [Paper presentation]. International Conference on High Performance Computing & Simulation, Dublin, Ireland.

Filipic, B., Depolli, M., Zupancic, J., Gmys, J., Gobert, M., Melab, N., & Tuyttens, D. (2018). ECG simulator tuning: A parallel multiobjective optimization approach [Paper presentation]. OLA International Workshop on Optimization and Learning: Challenges and Applications, Alicante, Spain.

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