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Complex Contagion

About

Created by Lukas Röhrich, MA Student Physics @ Potsdam Institute of Climate Impact Reasearch Project start: November 2023

General Approach

Python library for complex contagion for an adaptive network with heterogeneous agents, each with a individual dose memory. Model is leaned on a general Dodds-Watts-Model and a general Holme-Newman-Model (see literature).

Thesis Results

Most of the plots shown in the final version of the thesis are generated with the Jupyter Notebook ThesisPlots.ipynb which can be found in the reults directory of this repository.

Literature

[DoddsWatts2005] P.S.Dodds, D.J.Watts A Generalized Model of Social and Biological Contagion Published in Journal of Theoretical Biology, vol.232, p.587.604v(2005) https://doi.org/10.1016/j.jtbi.2004.09.006

[HolmeNewman2006] P.Holme, M.E.J.Newman Nonequilibrium phase transition in the coevolution of networks and opinions Published in Phys. Rev. E 74, 056108 (2006) https://doi.org/10.1103/PhysRevE.74.056108

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Repository used for my Master Thesis at Potsdam Institute for Climate Impact Research, 2024/25.

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