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Dynamic message-passing for inference and mitigation of infection-induced cascades

This repository contains codes for algorithms developed in the work "Infection-induced Cascading Failures -- Impact and Mitigation" by Bo Li and David Saad, Communications Physics volume 7, Article number: 144 (2024).

The codes are written in Julia. They were last tested on Julia v1.10.0.

Usage

Run the script named to_explore_xx.jl for each specific case.

Remark

The codes are not optimized for best performance.

Citation

Please cite the following paper if the algorithm helps your research

@article{Li2024,
  title = {Infection-induced cascading failures – impact and mitigation},
  volume = {7},
  ISSN = {2399-3650},
  url = {http://dx.doi.org/10.1038/s42005-024-01638-1},
  DOI = {10.1038/s42005-024-01638-1},
  number = {1},
  journal = {Communications Physics},
  publisher = {Springer Science and Business Media LLC},
  author = {Li,  Bo and Saad,  David},
  year = {2024},
  month = may 
}

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