/GraphNeuralNetwork-Resilience-ComplexNetworks

Primary LanguagePython

Graph Neural Network for identification of critical nodes and links in large Complex Networks

Graph machine learning based scalable framework for identifying critical nodes/links in large social, biological and urban networks.

Relevant papers

  1. Scalable Graph Neural Network-based framework for identifying critical nodes and links in Complex Networks
  2. Bayesian Graph Neural Network for Fast identification of critical nodes in Uncertain Complex Networks

Contributors

  1. Dr. Bala Natarajan (Kansas State University, USA)
  2. Dr. Laya Das (Eth Zurich, Switzerland)
  3. Sai Munikoti (Kansas State University, USA)