LEAP nets for power grid perturbations. - Benjamin Donnot; Balthazar Donon; Isabelle Guyon; Zhengying Liu; Antoine Marot; Patrick Panciatici; Marc Schoenauer (ESANN, 2019)

Graph Neural Solver for Power Systems. - Balthazar Donon; Benjamin Donnot; Isabelle Guyon; Antoine Marot (IJCNN, 2019)

Learning to run a power network challenge for training topology controllers. - Antoine Marot; Benjamin Donnot; Camilo Romero; Luca Veyrin-Forrer; Marvin Lerousseau; Balthazar Donon; Isabelle Guyon (CoRR, 2019)

Deep Statistical Solvers. - Balthazar Donon; Zhengying Liu; Wenzhuo Liu; Isabelle Guyon; Antoine Marot; Marc Schoenauer (NeurIPS, 2020)

LEAP nets for system identification and application to power systems. - Balthazar Donon; Benjamin Donnot; Isabelle Guyon; Zhengying Liu; Antoine Marot; Patrick Panciatici; Marc Schoenauer (Neurocomputing, 2020)

Deep statistical solvers & power systems applications. (Solveurs statistiques profonds & applications au réseau électrique). - Balthazar Donon (2022)