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GARCIA HERRANZ ALEX_7074558.pdf (2.79 MB)

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Bachelor thesis

Publication date

2023-01

Publication license

cc-by-nc-nd (c) Garcia, 2023
Please use this identifier to cite or link to this item: https://hdl.handle.net/2445/194213

Network geometry and the SIS epidemic model

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Abstract

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.

Description

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

Subject

Xarxes Complexes, Modelització d'epidèmies, Treballs de fi de grau

Subject (English)

Complex networks, Epidemic modelling, Bachelor's theses

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Treballs Finals de Grau (TFG) - Física

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GARCIA HERRANZ, Àlex. Network geometry and the SIS epidemic model. [consulted: 18 of June of 2026]. Available at: https://hdl.handle.net/2445/194213

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