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 | 80 | 2020 |
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 | 79 | 2019 |
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 | 76 | 2020 |
Deep statistical solvers B Donon, Z Liu, W Liu, I Guyon, A Marot, M Schoenauer Advances in Neural Information Processing Systems 33, 7910-7921, 2020 | 18 | 2020 |
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 | 15 | 2020 |
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 | 11 | 2019 |
Deep statistical solvers & power systems applications B Donon Université Paris-Saclay, 2022 | 4 | 2022 |
Learning To Run a Power Network Competition A Marot, B Donon, I Guyon, B Donnot CiML Workshop, NeurIPS, 2018 | 1 | 2018 |
Topology-Aware Reinforcement Learning for Tertiary Voltage Control B Donon, F Cubelier, E Karangelos, L Wehenkel, L Crochepierre, ... Power Systems Computation Conference, 2024 | | 2024 |