Antoine Marot

Graph Neural Solver for Power Systems

Balthazar Donon, Benjamin Donnot, Isabelle Guyon et al. · 2019 · 52 citations · Full text

Computing, Electrical Engineering, Systems Engineering +13

Introducing machine learning for power system operation support

Benjamin Donnot, Isabelle Guyon, Marc Schoenauer et al. · arXiv (Cornell University) · 2017 · 37 citations · Full text

Computing, Computer Science, Electrical Engineering +11

Learning to run a power network with trust

Antoine Marot, Benjamin Donnot, Karim Chaouache et al. · Electric Power Systems Research · 2022 · 26 citations · Full text

Computing, Computer Science, Electrical Engineering +12

Managing power grids through topology actions: A comparative study between advanced rule-based and reinforcement learning agents

Malte Lehna, Jan Viebahn, Antoine Marot et al. · Energy and AI · 2023 · 24 citations · Full text

Computing, Autonomous Systems, Energy Management +11

Fast Power system security analysis with Guided Dropout

Benjamin Donnot, Isabelle Guyon, Marc Schoenauer et al. · arXiv (Cornell University) · 2018 · 17 citations · Full text

Computing, Computer Science, Electrical Engineering +16