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Benjamin Donnot
Benjamin Donnot
Data Scientist
Verified email at rte-france.com
Title
Cited by
Cited by
Year
Neural networks for power flow: Graph neural solver
B Donon, R Clément, B Donnot, A Marot, I Guyon, M Schoenauer
Electric Power Systems Research 189, 106547, 2020
832020
Learning to run a power network challenge for training topology controllers
A Marot, B Donnot, C Romero, B Donon, M Lerousseau, L Veyrin-Forrer, ...
Electric Power Systems Research 189, 106635, 2020
832020
Graph neural solver for power systems
B Donon, B Donnot, I Guyon, A Marot
2019 international joint conference on neural networks (ijcnn), 1-8, 2019
802019
Learning to run a power network challenge: a retrospective analysis
A Marot, B Donnot, G Dulac-Arnold, A Kelly, A O’Sullivan, J Viebahn, ...
NeurIPS 2020 Competition and Demonstration Track, 112-132, 2021
692021
Introducing machine learning for power system operation support
B Donnot, I Guyon, M Schoenauer, P Panciatici, A Marot
arXiv preprint arXiv:1709.09527, 2017
572017
Fast power system security analysis with guided dropout
B Donnot, I Guyon, M Schoenauer, A Marot, P Panciatici
arXiv preprint arXiv:1801.09870, 2018
292018
Grid2op-A testbed platform to model sequential decision making in power systems
B Donnot
GitHub repository, 2020
282020
Learning to run a power network with trust
A Marot, B Donnot, K Chaouache, A Kelly, Q Huang, RR Hossain, ...
Electric Power Systems Research 212, 108487, 2022
262022
Exploring grid topology reconfiguration using a simple deep reinforcement learning approach
M Subramanian, J Viebahn, SH Tindemans, B Donnot, A Marot
2021 IEEE Madrid PowerTech, 1-6, 2021
252021
Anticipating contingengies in power grids using fast neural net screening
B Donnot, I Guyon, M Schoenauer, A Marot, P Panciatici
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
212018
Expert system for topological remedial action discovery in smart grids
A Marot, B Donnot, S Tazi, P Panciatici
Mediterranean Conference on Power Generation, Transmission, Distribution and …, 2018
202018
Leap nets for system identification and application to power systems
B Donon, B Donnot, I Guyon, Z Liu, A Marot, P Panciatici, M Schoenauer
Neurocomputing 416, 316-327, 2020
162020
Deep learning methods for predicting flows in power grids: novel architectures and algorithms
B Donnot
Université Paris Saclay (COmUE), 2019
162019
Optimization of computational budget for power system risk assessment
B Donnot, I Guyon, A Marot, M Schoenauer, P Panciatici
2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT …, 2018
162018
L2rpn: Learning to run a power network in a sustainable world neurips2020 challenge design
A Marot, I Guyon, B Donnot, G Dulac-Arnold, P Panciatici, M Awad, ...
Réseau de Transport d’Électricité, Paris, France, White Paper, 2020
152020
Guided machine learning for power grid segmentation
A Marot, S Tazi, B Donnot, P Panciatici
2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT …, 2018
152018
Adversarial training for a continuous robustness control problem in power systems
L Omnes, A Marot, B Donnot
2021 IEEE Madrid PowerTech, 1-6, 2021
142021
Potential and challenges of AI-powered decision support for short-term system operations
J Viebahn, M Naglic, A Marot, B Donnot, SH Tindemans
CIGRE Session 2022, 2022
112022
LEAP nets for power grid perturbations
B Donnot, B Donon, I Guyon, Z Liu, A Marot, P Panciatici, M Schoenauer
arXiv preprint arXiv:1908.08314, 2019
112019
LIPS-learning industrial physical simulation benchmark suite
M LEYLI ABADI, A Marot, J Picault, D Danan, M Yagoubi, B Donnot, ...
Advances in Neural Information Processing Systems 35, 28095-28109, 2022
92022
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