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https://github.com/algebraicjulia/decapodes.jl

A framework for composing and simulating multiphysics systems

https://github.com/algebraicjulia/decapodes.jl

Science Score: 49.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 3 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: arxiv.org
  • ○
    Academic email domains
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (9.2%) to scientific vocabulary
Last synced: 6 months ago · JSON representation

Repository

A framework for composing and simulating multiphysics systems

Basic Info
Statistics
  • Stars: 71
  • Watchers: 10
  • Forks: 16
  • Open Issues: 41
  • Releases: 19
Created over 4 years ago · Last pushed 6 months ago
Metadata Files
Readme License

README.md

Georges de Prhawnm Decapodes.jl

Development Documentation Code Coverage CI/CD

Decapodes.jl is a framework for developing, composing, and simulating physical systems.

Decapodes.jl is the synthesis of Applied Category Theory (ACT) techniques for formalizing and composing physics equations, and Discrete Exterior Calculus (DEC) techniques for formalizing differential operators. CombinatorialSpaces.jl hosts tools for discretizing space and defining DEC operators on simplicial complexes, and DiagrammaticEquations.jl hosts tooling for representing the equations as formal ACT diagrams. This repository combines these two packages, compiling diagrams down to simulatable code.

By combining the power of ACT and the DEC, we seek to improve the scientific computing workflow. Decapodes simulations are hierarchically composable, generalize over any type of manifold, and are performant and accurate with a declarative domain specific language (DSL) that is human-readable.

Solution of the Vorticity-Formulation of the Incompressible Navier-Stokes Equations

Citation

The ideas behind this package are described in the paper:

Morris, Baas, Arias, Gatlin, Patterson, Fairbanks. Decapodes: A diagrammatic tool for representing, composing, and computing spatialized partial differential equations. Journal of Computational Science 81 (2024). arXiv:2401.17432. DOI:10.1016/j.jocs.2024.102345.

Owner

  • Name: AlgebraicJulia
  • Login: AlgebraicJulia
  • Kind: organization

GitHub Events

Total
  • Create event: 42
  • Commit comment event: 10
  • Release event: 6
  • Issues event: 41
  • Watch event: 16
  • Delete event: 59
  • Issue comment event: 101
  • Push event: 248
  • Pull request review event: 35
  • Pull request review comment event: 36
  • Pull request event: 75
  • Fork event: 2
Last Year
  • Create event: 42
  • Commit comment event: 10
  • Release event: 6
  • Issues event: 41
  • Watch event: 16
  • Delete event: 59
  • Issue comment event: 101
  • Push event: 248
  • Pull request review event: 35
  • Pull request review comment event: 36
  • Pull request event: 75
  • Fork event: 2

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 129
  • Total pull requests: 249
  • Average time to close issues: 6 months
  • Average time to close pull requests: 29 days
  • Total issue authors: 10
  • Total pull request authors: 15
  • Average comments per issue: 1.11
  • Average comments per pull request: 1.71
  • Merged pull requests: 179
  • Bot issues: 0
  • Bot pull requests: 1
Past Year
  • Issues: 22
  • Pull requests: 66
  • Average time to close issues: 24 days
  • Average time to close pull requests: 14 days
  • Issue authors: 5
  • Pull request authors: 5
  • Average comments per issue: 0.59
  • Average comments per pull request: 1.26
  • Merged pull requests: 44
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • lukem12345 (61)
  • jpfairbanks (30)
  • bosonbaas (12)
  • GeorgeR227 (11)
  • quffaro (7)
  • ChrisRackauckas (3)
  • jClugstor (2)
  • DavidRobertsSBL (1)
  • epatters (1)
  • JuliaTagBot (1)
Pull Request Authors
  • lukem12345 (94)
  • GeorgeR227 (52)
  • quffaro (32)
  • jpfairbanks (29)
  • algebraicjuliabot (12)
  • bosonbaas (7)
  • jClugstor (6)
  • olynch (5)
  • mehalter (4)
  • ChrisRackauckas (2)
  • cojiono (2)
  • github-actions[bot] (1)
  • oscardssmith (1)
  • epatters (1)
  • tylerhanks (1)
Top Labels
Issue Labels
enhancement (26) documentation (11) buildkite (8) physics (6) UI (6) bug (4) good first issue (3) performance (2) code-quality (1) invalid (1) question (1)
Pull Request Labels
documentation (38) enhancement (19) physics (16) performance (6) buildkite (4) Internals/ Developer Experience (3) UI (2) code-quality (2) bug (1)

Packages

  • Total packages: 1
  • Total downloads:
    • julia 19 total
  • Total dependent packages: 1
  • Total dependent repositories: 0
  • Total versions: 19
juliahub.com: Decapodes

A framework for composing and simulating multiphysics systems

  • Versions: 19
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 19 Total
Rankings
Dependent repos count: 9.9%
Forks count: 17.4%
Average: 23.6%
Stargazers count: 27.9%
Dependent packages count: 38.9%
Last synced: 6 months ago

Dependencies

.github/workflows/TagBot.yml actions
  • JuliaRegistries/TagBot v1 composite
.github/workflows/julia_ci.yml actions