Physics-Informed Graph Neural Network for Dynamic Reconfiguration of
Power Systems

v1v2 (latest)

Physics-Informed Graph Neural Network for Dynamic Reconfiguration of Power Systems

1 October 2023

Anuradha M. Annaswamy

Florian Dorfler

ArXiv (abs)PDF HTML

Papers citing "Physics-Informed Graph Neural Network for Dynamic Reconfiguration of Power Systems"

10 / 10 papers shown

Title
Grid-SiPhyR: An end-to-end learning to optimize framework for combinatorial problems in power systems R. Haider Anuradha M. Annaswamy 67 2 0 11 Jun 2022
A Survey for Solving Mixed Integer Programming via Machine Learning Jiayi Zhang Chang-rui Liu Junchi Yan Xijun Li Hui-Ling Zhen Mingxuan Yuan AI4CE 62 75 0 06 Mar 2022
Combinatorial optimization and reasoning with graph neural networks Quentin Cappart Didier Chételat Elias Boutros Khalil Andrea Lodi Christopher Morris Petar Velickovic AI4CE 113 361 0 18 Feb 2021
Solving Mixed Integer Programs Using Neural Networks Vinod Nair Sergey Bartunov Felix Gimeno Ingrid von Glehn Pawel Lichocki ... Pushmeet Kohli Ira Ktena Yujia Li Oriol Vinyals Yori Zwols 183 250 0 23 Dec 2020
Hybrid Models for Learning to Branch Prateek Gupta Maxime Gasse Elias Boutros Khalil M. P. Kumar Andrea Lodi Yoshua Bengio GNN 176 126 0 26 Jun 2020
Learning the Travelling Salesperson Problem Requires Rethinking Generalization Chaitanya K. Joshi Quentin Cappart Louis-Martin Rousseau T. Laurent 204 120 0 12 Jun 2020
An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem Chaitanya K. Joshi T. Laurent Xavier Bresson GNN 102 376 0 04 Jun 2019
Learning to Solve NP-Complete Problems - A Graph Neural Network for Decision TSP Marcelo O. R. Prates Pedro H. C. Avelar Henrique Lemos Luís C. Lamb Moshe Y. Vardi GNN 72 179 0 08 Sep 2018
Interactive Supercomputing on 40,000 Cores for Machine Learning and Data Analysis Albert Reuther J. Kepner Chansup Byun S. Samsi William Arcand ... J. Mullen Andrew Prout Antonio Rosa Charles Yee Peter Michaleas LRM ReLM 397 283 0 20 Jul 2018
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015