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Benjamin Donnot
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2020 – today
- 2023
- [i12]Antoine Marot, Benjamin Donnot, Noureddine Henka, Sami Tazi:
Extended superposition theorem under power grid topological changes. CoRR abs/2310.04437 (2023) - 2022
- [c10]Antoine Marot, Alexandre Rozier, Matthieu Dussartre, Laure Crochepierre
, Benjamin Donnot:
Towards an AI Assistant for Power Grid Operators. HHAI 2022: 79-95 - [c9]Milad Leyli-Abadi, Antoine Marot, Jérôme Picault, David Danan, Mouadh Yagoubi, Benjamin Donnot, Seif Attoui, Pavel Dimitrov, Asma Farjallah, Clement Etienam:
LIPS - Learning Industrial Physical Simulation benchmark suite. NeurIPS 2022 - [i11]Gaëtan Serré, Eva Boguslawski, Benjamin Donnot, Adrien Pavão, Isabelle Guyon, Antoine Marot:
Reinforcement learning for Energies of the future and carbon neutrality: a Challenge Design. CoRR abs/2207.10330 (2022) - 2021
- [i10]Antoine Marot, Benjamin Donnot, Gabriel Dulac-Arnold, Adrian Kelly, Aïdan O'Sullivan, Jan Viebahn, Mariette Awad, Isabelle Guyon, Patrick Panciatici, Camilo Romero:
Learning to run a Power Network Challenge: a Retrospective Analysis. CoRR abs/2103.03104 (2021) - [i9]Antoine Marot, Benjamin Donnot, Karim Chaouache, Adrian Kelly, Qiuhua Huang, Ramij Raja Hossain, Jochen L. Cremer:
Learning to run a power network with trust. CoRR abs/2110.12908 (2021) - 2020
- [j1]Balthazar Donon, Benjamin Donnot, Isabelle Guyon, Zhengying Liu, Antoine Marot, Patrick Panciatici, Marc Schoenauer:
LEAP nets for system identification and application to power systems. Neurocomputing 416: 316-327 (2020) - [c8]Antoine Marot, Benjamin Donnot, Gabriel Dulac-Arnold, Adrian Kelly, Aidan O'Sullivan, Jan Viebahn, Mariette Awad, Isabelle Guyon, Patrick Panciatici, Camilo Romero:
Learning to run a Power Network Challenge: a Retrospective Analysis. NeurIPS (Competition and Demos) 2020: 112-132 - [i8]Medha Subramanian, Jan Viebahn, Simon H. Tindemans, Benjamin Donnot, Antoine Marot:
Exploring grid topology reconfiguration using a simple deep reinforcement learning approach. CoRR abs/2011.13465 (2020) - [i7]Antoine Marot, Alexandre Rozier, Matthieu Dussartre, Laure Crochepierre, Benjamin Donnot:
Towards an AI assistant for human grid operators. CoRR abs/2012.02026 (2020) - [i6]Loïc Omnes, Antoine Marot, Benjamin Donnot:
Adversarial training for continuous robustness control problem in power systems. CoRR abs/2012.11390 (2020)
2010 – 2019
- 2019
- [c7]Benjamin Donnot, Balthazar Donon, Isabelle Guyon, Zhengying Liu, Antoine Marot, Patrick Panciatici, Marc Schoenauer:
LEAP nets for power grid perturbations. ESANN 2019 - [c6]Balthazar Donon, Benjamin Donnot, Isabelle Guyon, Antoine Marot:
Graph Neural Solver for Power Systems. IJCNN 2019: 1-8 - [c5]Antoine Marot, Antoine Rosin, Laure Crochepierre
Interpreting Atypical Conditions in Systems with Deep Conditional Autoencoders: The Case of Electrical Consumption. ECML/PKDD (3) 2019: 638-654 - [i5]Benjamin Donnot
LEAP nets for power grid perturbations. CoRR abs/1908.08314 (2019) - [i4]Antoine Marot, Benjamin Donnot, Camilo Romero, Luca Veyrin-Forrer, Marvin Lerousseau, Balthazar Donon, Isabelle Guyon:
Learning to run a power network challenge for training topology controllers. CoRR abs/1912.04211 (2019) - 2018
- [c4]Benjamin Donnot, Isabelle Guyon, Antoine Marot, Marc Schoenauer, Patrick Panciatici:
Fast Power system security analysis with Guided Dropout. ESANN 2018 - [c3]Benjamin Donnot, Isabelle Guyon, Marc Schoenauer
Anticipating contingengies in power grids using fast neural net screening. IJCNN 2018: 1-8 - [c2]Benjamin Donnot, Isabelle Guyon, Antoine Marot, Marc Schoenauer
Optimization of computational budget for power system risk assessment. ISGT Europe 2018: 1-6 - [c1]Antoine Marot, Sami Tazi, Benjamin Donnot, Patrick Panciatici:
Guided Machine Learning for Power Grid Segmentation. ISGT Europe 2018: 1-6 - [i3]Benjamin Donnot
Fast Power system security analysis with Guided Dropout. CoRR abs/1801.09870 (2018) - [i2]Benjamin Donnot
Optimization of computational budget for power system risk assessment. CoRR abs/1805.01174 (2018) - 2017
- [i1]Benjamin Donnot
Introducing machine learning for power system operation support. CoRR abs/1709.09527 (2017)
Coauthor Index
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