https://github.com/meliksahturker/netgen

Network Generator framework that simulates daily interactions in an urban town
https://github.com/meliksahturker/netgen

complex-networks covid-19 epidemic-simulations epidemics network sir-model

Last synced: about 1 month ago
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Network Generator framework that simulates daily interactions in an urban town

• Host: GitHub
• URL: https://github.com/meliksahturker/netgen
• Owner: meliksahturker
• Created: 2021-09-02T17:08:16.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-10-18T10:58:53.000Z (over 1 year ago)
• Last Synced: 2024-11-09T22:44:36.489Z (3 months ago)
• Topics: complex-networks, covid-19, epidemic-simulations, epidemics, network, sir-model
• Language: Python
• Homepage:
• Size: 22.5 KB
• Stars: 1
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# NetGen

Network Generator framework for epidemics, that simulates daily interactions in an urban town

This is the implementation of **Multi-layer network approach in modeling epidemics in an urban town** which can be found on https://arxiv.org/abs/2109.02272

This implementation is based on NetworkX.

Example usage:

    from NetworkGenerator import Network

    net = Network()

    net.build_layer_one(1000, 3.9, 1.2, 1.7, 0.5)

    net.build_layer_two(0.21, 10, 5, 0, 1000, 0.4)

    net.build_layer_three(0.33, 10, 5, 0, 1000, 0.3)

    net.build_layer_four(0.25, 20, 2, 0, 1000, 3, 0.2)

    net.build_layer_five(10, 5, 0, 1000, 0.1)

    net.build_layer_six(0.10, 100, 20, 0, 1000, 0.05)

    net.build_layer_seven(50, 20, 0, 1000, 0.01)

# Citation

If you use this, cite as below:

    @article{turker2023multi,

      title={Multi-layer network approach in modeling epidemics in an urban town},

      author={Turker, Meliksah and Bingol, Haluk O},

      journal={The European Physical Journal B},

      volume={96},

      number={2},

      pages={16},

      year={2023},

      publisher={Springer}

    }