networkdynamics.jl
Julia package for simulating Dynamics on Networks
Science Score: 77.0%
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
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✓.zenodo.json file
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✓DOI references
Found 8 DOI reference(s) in README -
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✓Committers with academic emails
1 of 21 committers (4.8%) from academic institutions -
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○Scientific vocabulary similarity
Low similarity (13.2%) to scientific vocabulary
Keywords
Keywords from Contributors
Repository
Julia package for simulating Dynamics on Networks
Basic Info
- Host: GitHub
- Owner: JuliaDynamics
- License: mit
- Language: Julia
- Default Branch: main
- Homepage: https://juliadynamics.github.io/NetworkDynamics.jl/dev/
- Size: 66.1 MB
Statistics
- Stars: 144
- Watchers: 7
- Forks: 14
- Open Issues: 28
- Releases: 47
Topics
Metadata Files
README.md
NetworkDynamics.jl
A package for working with dynamical systems on complex networks. NetworkDynamics.jl provides an interface between Graphs.jl and DifferentialEquations.jl. It allows modeling of dynamical processes on networks using a modular approach: meaning that the overall network dynamics are composed based on dynamical models for the nodes and the edges. The dynamical behavior of those components are described by differential algebraic equations with inputs and outputs.
Typical usecases for this modeling appraoch are diffusion processes, oscillator networks or power grids.
Getting started
Check out our documentation. A good place to start is the page on the mathematical model. For a more hands-on approach check out the getting started example.
An introductory talk for an older version of this package was recorded for JuliaCon2020. Be aware that the API change significantly since then, but it can still give some insights into usecases of the package.
Benchmarks
In our benchmark on the Kuramoto model NetworkDynamics.jl + DifferentialEquations.jl proved to be an especially performant solution, see https://github.com/PIK-ICoNe/NetworkDynamicsBenchmarks.
PowerDynamics.jl
PowerDynamics.jl is an open-source framework for dynamic power grid modeling and analysis build on top of NetworkDynamics.jl.
Citations
If you use NetworkDynamics.jl in your research publications, please cite our paper.
latex
@article{NetworkDynamics.jl-2021,
author = {Lindner, Michael and Lincoln, Lucas and Drauschke, Fenja and Koulen, Julia M. and Würfel, Hans and Plietzsch, Anton and Hellmann, Frank},
doi = {10.1063/5.0051387},
eprint = { https://doi.org/10.1063/5.0051387 },
journal = {Chaos: An Interdisciplinary Journal of Nonlinear Science},
number = {6},
pages = {063133},
title = {NetworkDynamics.jl—Composing and simulating complex networks in Julia},
url = { https://doi.org/10.1063/5.0051387 },
volume = {31},
year = {2021}
}
Funding
Development of this project was in part funded by the German Federal Ministry for Economic Affairs and Climate Action as part of the OpPoDyn-Project (Project ID 01258425/1, 2024-2027).
Owner
- Name: JuliaDynamics
- Login: JuliaDynamics
- Kind: organization
- Website: https://juliadynamics.github.io/JuliaDynamics/
- Repositories: 51
- Profile: https://github.com/JuliaDynamics
A Julia-based software organization for dynamical systems, nonlinear dynamics, complex systems and the complexities of the scientific life
Citation (CITATION.bib)
@article{NetworkDynamics.jl-2021,
author = {Lindner, Michael and Lincoln, Lucas and Drauschke, Fenja and Koulen, Julia M. and Würfel, Hans and Plietzsch, Anton and Hellmann, Frank},
doi = {10.1063/5.0051387},
eprint = { https://doi.org/10.1063/5.0051387 },
journal = {Chaos: An Interdisciplinary Journal of Nonlinear Science},
number = {6},
pages = {063133},
title = {NetworkDynamics.jl—Composing and simulating complex networks in Julia},
url = { https://doi.org/10.1063/5.0051387 },
volume = {31},
year = {2021}
}
GitHub Events
Total
- Create event: 110
- Commit comment event: 58
- Release event: 19
- Issues event: 61
- Watch event: 11
- Delete event: 88
- Issue comment event: 202
- Push event: 681
- Pull request review event: 12
- Pull request review comment event: 8
- Pull request event: 181
- Fork event: 1
Last Year
- Create event: 110
- Commit comment event: 58
- Release event: 19
- Issues event: 61
- Watch event: 11
- Delete event: 88
- Issue comment event: 202
- Push event: 681
- Pull request review event: 12
- Pull request review comment event: 8
- Pull request event: 181
- Fork event: 1
Committers
Last synced: 9 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Hans Würfel | g****t@w****o | 626 |
| lindnemi | m****r@p****e | 349 |
| Benchmark Bot | b****t@e****m | 56 |
| Frank Hellmann | h****n@p****e | 51 |
| Alex Penner | a****p@g****m | 25 |
| JolandaKeule | j****n@h****m | 17 |
| drauschk | d****k@p****e | 13 |
| koulen | k****n@p****e | 12 |
| Anton Plietzsch | p****h@p****e | 8 |
| Jan Lisse | j****e@p****e | 6 |
| CompatHelper Julia | c****y@j****g | 4 |
| Paul Schultz | p****z@p****e | 3 |
| antonplietzsch | 4****h | 3 |
| Oskar Pfeffer | o****r@p****e | 3 |
| github-actions[bot] | 4****] | 2 |
| Jan Lisse | j****e@g****m | 2 |
| Bowen S. Zhu | b****3@s****l | 1 |
| David Weingut | d****3@w****e | 1 |
| Julia TagBot | 5****t | 1 |
| Michael Lindner | m****a@l****x | 1 |
| kafu16 | 2****6 | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 56
- Total pull requests: 194
- Average time to close issues: 5 months
- Average time to close pull requests: about 1 month
- Total issue authors: 9
- Total pull request authors: 10
- Average comments per issue: 2.05
- Average comments per pull request: 1.03
- Merged pull requests: 101
- Bot issues: 0
- Bot pull requests: 73
Past Year
- Issues: 38
- Pull requests: 174
- Average time to close issues: 25 days
- Average time to close pull requests: 9 days
- Issue authors: 3
- Pull request authors: 5
- Average comments per issue: 0.05
- Average comments per pull request: 1.03
- Merged pull requests: 85
- Bot issues: 0
- Bot pull requests: 72
Top Authors
Issue Authors
- hexaeder (41)
- FHell (9)
- lindnemi (9)
- kafu16 (4)
- janlisse (2)
- pennerale96 (1)
- Datseris (1)
- JuliaTagBot (1)
- antonplietzsch (1)
Pull Request Authors
- hexaeder (129)
- github-actions[bot] (71)
- lindnemi (8)
- janlisse (3)
- ThePurox (2)
- kafu16 (2)
- FHell (2)
- acejolanda (1)
- imgbot[bot] (1)
- JuliaTagBot (1)
Top Labels
Issue Labels
Pull Request Labels
Dependencies
- actions/checkout v2 composite
- julia-actions/setup-julia latest composite
- JuliaRegistries/TagBot v1 composite
- actions/cache v1 composite
- actions/checkout v2 composite
- codecov/codecov-action v1 composite
- julia-actions/julia-buildpkg latest composite
- julia-actions/julia-processcoverage v1 composite
- julia-actions/julia-runtest latest composite
- julia-actions/setup-julia v1 composite
- julia-actions/setup-julia latest composite