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Network geometry and the SIS epidemic model

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Treballs Finals de Grau de Física, Facultat de Física, Universitat de Barcelona, Curs: 2022-2023, Tutor: Marián Boguñá

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We give a short introduction to network geometry and its relation to the SIS epidemic model. Approximations and simulations are provided for four synthetic networks and two real-world networks. We compare the quality of the different mean-field approximations to the simulations.
Finally, we study the effect of the nodes’s angular distribution in the hidden metric space on the prevalence of the epidemic.

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Network geometry and the SIS epidemic model