About
Discord Stateoftheart AI
GitHub

Publications

21

Cited by

84

Antoine Marot

artificial intelligencemachine learninghuman centered interfacespower systems

Lead AI Scientific at RTE

Papers and Citations

1 - 50
Introducing machine learning for power system operation support
2017
B Donnot
P Panciatici
Isabelle Guyon
+2
Cited by 29
Graph neural solver for power systems
2019
Benjamin Donnot
B Donnot
Isabelle Guyon
+2
Cited by 14
Fast Power system security analysis with Guided Dropout
2018
B Donnot
P Panciatici
Isabelle Guyon
+2
Cited by 14
Anticipating contingengies in power grids using fast neural net screening
2018
P Panciatici
B Donnot
Isabelle Guyon
+2
Cited by 13
Optimization of computational budget for power system risk assessment
2018
B Donnot
P Panciatici
Isabelle Guyon
+2
Cited by 7
Guided machine learning for power grid segmentation
2018
B Donnot
P Panciatici
Sami Tazi
+1
Cited by 5
LEAP nets for power grid perturbations
2019
P Panciatici
B Donnot
Isabelle Guyon
+4
Cited by 5
Leap nets for system identification and application to power systems
2020
Benjamin Donnot
Patrick Panciatici
B Donnot
+6
Cited by 4
Neural networks for power flow: Graph neural solver
2020
Rémy Clément
Benjamin Donnot
B Donnot
+5
Cited by 4
Expert System for topological remedial action discovery in smart grids
2018
B Donnot
Panciatici
Sami Tazi
+1
Cited by 2
Interpreting atypical conditions in systems with deep conditional Autoencoders: the case of electrical consumption
2019
Antoine Rosin
Lydia Boudjeloud-Assala
Benjamin Donnot
+3
Cited by 2
Reinforcement Learning for Electricity Network Operation
2020
Adrian Kelly
Antoine Marot
Patrick de Mars
+1
Cited by 2
Learning to run a Power Network Challenge: a Retrospective Analysis
2021
B Donnot
A Kelly
Antoine Marot
+1
Cited by 1
Towards an AI assistant for human grid operators
2020
M Dussartre
A Rozier
Laure CROCHEPIERRE
+1
Cited by 1
Learning To Run a Power Network Competition
2018
B Donnot
Isabelle Guyon
Antoine Marot
+1
Cited by 1
Latent Surgical Interventions in Residual Neural Networks
2018
P Panciatici
B Donnot
Marc Schoenauer
+3
Cited by 1
Learning to run a power network challenge for training topology controllers
2020
Luca Veyrin-Forrer
Camilo Romero
Benjamin Donnot
+4
Cited by 1
Deep Statistical Solvers
2020
W Liu
Balthazar Donon
Isabelle Guyon
+3
Cited by
Utilisation de réseau de neurones siamois en clustering: application aux événements du réseau électrique français
2019
V Barbesant
L Boudjeloud-Assala
B Donnot
+2
Cited by
Expert Guided Machine Learning with physical model for adaptive representation of smart grids
B Donot
Sami Tazi
Antoine Marot
+1
Cited by
Labellisation semi-supervisée de données: Vers une approche experte étendue
V Barbesant
L Boudjeloud-Assala
B Donnot
+2
Cited by
Large-scale power grid hierarchical segmentation based on power-flow affinities
2017
B Donnot
Antoine Marot
Sami Tazi
+1
Cited by