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Gobert Maxime

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

Université de Mons - UMONS > Faculté Polytechniqu > Service de Mathématique et Recherche opérationnel

ORCID
0000-0003-4925-4995

Main Referenced Co-authors
Tuyttens, Daniel  (9)
Melab, Nouredine (8)
Gmys, Jan (4)
Gmys, Jan  (4)
Toubeau, Jean-François  (3)
Main Referenced Keywords
AI (1); Automation (1); Batch-parallel optimization (1); Bayesian Optimization (1); Computational Mathematics (1);
Main Referenced Disciplines
Mathematics (5)
Computer science (4)
Electrical & electronics engineering (2)
Mechanical engineering (1)

Publications (total 9)

The most downloaded
39 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
17 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

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 presented at 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 presented at 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 presented at 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 presented at OLA International Workshop on Optimization and Learning: Challenges and Applications, Alicante, Spain.

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