DiffEqPhysics

A library for building differential equations arising from physical problems for physics-informed and scientific machine learning (SciML)

https://github.com/sciml/diffeqphysics.jl

Science Score: 54.0%

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

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
    3 of 20 committers (15.0%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (9.0%) to scientific vocabulary

Keywords

differential-equations differentialequations fast hamiltonian ode ordinary-differential-equations scientific-machine-learning sciml second-order-differential-equations

Keywords from Contributors

neural-sde ida hybrid-differential-equation matrix-exponential pde symbolic-computation sde neural-differential-equations neural-ode partial-differential-equations
Last synced: 6 months ago · JSON representation ·

Repository

A library for building differential equations arising from physical problems for physics-informed and scientific machine learning (SciML)

Basic Info
  • Host: GitHub
  • Owner: SciML
  • License: other
  • Language: Julia
  • Default Branch: master
  • Homepage:
  • Size: 248 KB
Statistics
  • Stars: 51
  • Watchers: 10
  • Forks: 18
  • Open Issues: 9
  • Releases: 23
Topics
differential-equations differentialequations fast hamiltonian ode ordinary-differential-equations scientific-machine-learning sciml second-order-differential-equations
Created almost 9 years ago · Last pushed 6 months ago
Metadata Files
Readme License Citation

README.md

DiffEqPhysics

Join the chat at https://gitter.im/JuliaDiffEq/Lobby Build Status

This package provides HamiltonianProblem. For NBodyProblem, please use package NBodySimulator

Owner

  • Name: SciML Open Source Scientific Machine Learning
  • Login: SciML
  • Kind: organization
  • Email: contact@chrisrackauckas.com

Open source software for scientific machine learning

Citation (CITATION.bib)

@article{DifferentialEquations.jl-2017,
 author = {Rackauckas, Christopher and Nie, Qing},
 doi = {10.5334/jors.151},
 journal = {The Journal of Open Research Software},
 keywords = {Applied Mathematics},
 note = {Exported from https://app.dimensions.ai on 2019/05/05},
 number = {1},
 pages = {},
 title = {DifferentialEquations.jl – A Performant and Feature-Rich Ecosystem for Solving Differential Equations in Julia},
 url = {https://app.dimensions.ai/details/publication/pub.1085583166 and http://openresearchsoftware.metajnl.com/articles/10.5334/jors.151/galley/245/download/},
 volume = {5},
 year = {2017}
}

GitHub Events

Total
  • Release event: 1
  • Watch event: 2
  • Delete event: 2
  • Issue comment event: 1
  • Push event: 6
  • Pull request event: 10
  • Create event: 4
Last Year
  • Release event: 1
  • Watch event: 2
  • Delete event: 2
  • Issue comment event: 1
  • Push event: 6
  • Pull request event: 10
  • Create event: 4

Committers

Last synced: 8 months ago

All Time
  • Total Commits: 164
  • Total Committers: 20
  • Avg Commits per committer: 8.2
  • Development Distribution Score (DDS): 0.646
Past Year
  • Commits: 16
  • Committers: 5
  • Avg Commits per committer: 3.2
  • Development Distribution Score (DDS): 0.625
Top Committers
Name Email Commits
Christopher Rackauckas a****s@c****m 58
Mikhail Vaganov a****7@m****u 45
YingboMa m****5@g****m 12
github-actions[bot] 4****] 11
dependabot[bot] 4****] 7
Klaus Crusius k****s@w****e 6
Chris DeGrendele c****e@s****u 4
Anant Thazhemadam a****m@g****m 4
CompatHelper Julia c****y@j****g 3
St Z a****t@o****m 3
Chris de Graaf me@c****v 2
Anshul Singhvi a****7@s****u 1
Datseris d****e@g****m 1
David Widmann d****n 1
Expanding Man s****o@p****m 1
Hendrik Ranocha m****l@r****e 1
Julia TagBot 5****t 1
ScottPJones s****s@a****u 1
femtocleaner[bot] f****] 1
Dominic Dams q****c@g****m 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 26
  • Total pull requests: 59
  • Average time to close issues: about 1 year
  • Average time to close pull requests: 24 days
  • Total issue authors: 12
  • Total pull request authors: 19
  • Average comments per issue: 3.04
  • Average comments per pull request: 1.88
  • Merged pull requests: 54
  • Bot issues: 0
  • Bot pull requests: 21
Past Year
  • Issues: 0
  • Pull requests: 3
  • Average time to close issues: N/A
  • Average time to close pull requests: about 22 hours
  • Issue authors: 0
  • Pull request authors: 2
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 3
  • Bot issues: 0
  • Bot pull requests: 1
Top Authors
Issue Authors
  • ChrisRackauckas (12)
  • Mikhail-Vaganov (3)
  • YingboMa (2)
  • jw3126 (1)
  • yakovbraver (1)
  • ChrisDeGrendele (1)
  • github-actions[bot] (1)
  • SimonEnsemble (1)
  • BarrOff (1)
  • francispoulin (1)
  • SebastianM-C (1)
  • JuliaTagBot (1)
  • KlausC (1)
Pull Request Authors
  • github-actions[bot] (16)
  • dependabot[bot] (12)
  • ChrisRackauckas (7)
  • YingboMa (6)
  • thazhemadam (6)
  • Mikhail-Vaganov (5)
  • KlausC (4)
  • christopher-dG (2)
  • Eggiverse (2)
  • ChrisDeGrendele (2)
  • DominicDams (2)
  • JuliaTagBot (1)
  • Datseris (1)
  • asinghvi17 (1)
  • devmotion (1)
Top Labels
Issue Labels
Pull Request Labels
dependencies (12) github_actions (2)

Packages

  • Total packages: 1
  • Total downloads:
    • julia 58 total
  • Total dependent packages: 2
  • Total dependent repositories: 2
  • Total versions: 18
juliahub.com: DiffEqPhysics

A library for building differential equations arising from physical problems for physics-informed and scientific machine learning (SciML)

  • Versions: 18
  • Dependent Packages: 2
  • Dependent Repositories: 2
  • Downloads: 58 Total
Rankings
Dependent repos count: 7.3%
Forks count: 8.3%
Average: 11.6%
Stargazers count: 13.3%
Dependent packages count: 17.3%
Last synced: 6 months ago

Dependencies

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.github/workflows/CompatHelper.yml actions
  • julia-actions/setup-julia latest composite
.github/workflows/Invalidations.yml actions
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  • julia-actions/julia-buildpkg v1 composite
  • julia-actions/julia-invalidations v1 composite
  • julia-actions/setup-julia v1 composite
.github/workflows/TagBot.yml actions
  • JuliaRegistries/TagBot v1 composite