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SEIRD Epidemic Simulator

A network-based epidemic simulator

”React”

This project was realized for the "Complex Networks" course, hold at the Department of Information Technology of University of Palermo.\ Please read the file "Relazione_progetto.pdf" for more info (italian version).

This is the schema of the epidemic states used in the model:

HOW TO INSTALL:

  • Download the zip file from GitHub.
  • install requirements:
pip install -r requirements.txt

HOW TO RUN:

  • run the script:
python3 main.py

The GUI will open and you can start to use the simulator.

Interface example:

esempio

REFERENCES:

Erdos-Renyi network model, LT03 - Spread of epidemics models, LT11 - Spread of epidemics networked models, LT12. Prof. Salvatore Miccichè - Complex Networks 2021/2022. Master in Informatics, University of Palermo.

A. Kuzdeuov, A. Karabay, D. Baimukashev, B. Ibragimov and H. A. Varol, "A Particle-Based COVID-19 Simulator With Contact Tracing and Testing," in IEEE Open Journal of Engineering in Medicine and Biology, vol. 2, pp. 111-117, 2021, doi: 10.1109/OJEMB.2021.3064506.

A. Karabay, A. Kuzdeuov, S. Ospanova, M. Lewis and H. A. Varol, "A Vaccination Simulator for COVID-19: Effective and Sterilizing Immunization Cases," in IEEE Journal of Biomedical and Health Informatics, vol. 25, no. 12, pp. 4317-4327, Dec. 2021, doi: 10.1109/JBHI.2021.3114180.

A. Kuzdeuov et al., "A Network-Based Stochastic Epidemic Simulator: Controlling COVID-19 With Region-Specific Policies," in IEEE Journal of Biomedical and Health Informatics, vol. 24, no. 10, pp. 2743-2754, Oct. 2020, doi: 10.1109/JBHI.2020.3005160.