complex-contagion-model

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

https://github.com/roehrichlukas/complex-contagion-model

Science Score: 57.0%

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CITATION.cff file
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Low similarity (4.6%) to scientific vocabulary

Last synced: 6 months ago · JSON representation ·

Repository

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

Basic Info

Host: GitHub
Owner: RoehrichLukas
Language: Jupyter Notebook
Default Branch: main
Size: 1.95 KB

Statistics

Stars: 0
Watchers: 1
Forks: 0
Open Issues: 1
Releases: 0

Created about 1 year ago · Last pushed 10 months ago

Metadata Files

Readme Citation

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

Owner

Name: Lukas Röhrich
Login: RoehrichLukas
Kind: user
Location: Berlin, Germany

Repositories: 1
Profile: https://github.com/RoehrichLukas

Physics Student, Climate Science

Citation (CITATION.cff)

cff-version: 1.0
message: "If you use this software, please cite it as below."
authors:
  - family-names: Röhrich
    given-names: Lukas
title: "Adaptive Voter Model with Memory and Contagion Thresholds (working title)"
version: 1.0
date-released: 2025-03-05

GitHub Events

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Create event: 1

Last Year

Issues event: 1
Push event: 2
Create event: 1

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Last synced: 6 months ago

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Total pull request authors: 0
Average comments per issue: 0.0
Average comments per pull request: 0
Merged pull requests: 0
Bot issues: 0
Bot pull requests: 0

Past Year

Issues: 1
Pull requests: 0
Average time to close issues: N/A
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Issue authors: 1
Pull request authors: 0
Average comments per issue: 0.0
Average comments per pull request: 0
Merged pull requests: 0
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