dedalus

A flexible framework for solving PDEs with modern spectral methods.

https://github.com/dedalusproject/dedalus

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
    1 of 15 committers (6.7%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (11.8%) to scientific vocabulary

Keywords

fluid-dynamics pde-solver spectral-methods
Last synced: 6 months ago · JSON representation ·

Repository

A flexible framework for solving PDEs with modern spectral methods.

Basic Info
  • Host: GitHub
  • Owner: DedalusProject
  • License: gpl-3.0
  • Language: Python
  • Default Branch: master
  • Homepage: http://dedalus-project.org/
  • Size: 60.5 MB
Statistics
  • Stars: 596
  • Watchers: 22
  • Forks: 135
  • Open Issues: 55
  • Releases: 9
Topics
fluid-dynamics pde-solver spectral-methods
Created almost 6 years ago · Last pushed 6 months ago
Metadata Files
Readme Contributing License Citation

README.md

Dedalus Project

Repo status Read the Docs PyPI - Python Version PyPI Conda Version PyPI - License

Dedalus is a flexible framework for solving partial differential equations using modern spectral methods. The code is open-source and developed by a team of researchers studying astrophysical, geophysical, and biological fluid dynamics.

Dedalus is written primarily in Python and features an easy-to-use interface with symbolic vectorial equation specification. For example, to simulate incompressible hydrodynamics in a ball, you can symbolically enter the equations, including gauge conditions and boundary conditions enforced with the tau method, as:

python problem.add_equation("div(u) + tau_p = 0") problem.add_equation("dt(u) - nu*lap(u) + grad(p) + lift(tau_u) = - u@grad(u)") problem.add_equation("u(r=1) = 0") problem.add_equation("integ(p) = 0")

Our numerical algorithms produce sparse and spectrally accurate discretizations of PDEs on simple domains, including Cartesian domains of any dimension, disks, annuli, spheres, spherical shells, and balls:

KdV-Burgers equation (1D IVP)
Rayleigh-Benard convection (2D IVP)
Periodic shear flow (2D IVP)
Poisson equation (2D LBVP)
Librational instability (disk IVP)
Spherical shallow water (sphere IVP)
Spherical shell convection (shell IVP)
Internally heated convection (ball IVP)

The resulting systems are efficiently solved using compiled libraries and are automatically parallelized using MPI. See the documentation for tutorials and additional examples.

Links

Developers

Owner

  • Name: Dedalus Project
  • Login: DedalusProject
  • Kind: organization

Citation (CITATION.cff)

cff-version: 1.2.0
title: "Dedalus Project"
authors:
- family-names: "Burns"
  given-names: "Keaton J"
  orcid: "https://orcid.org/0000-0003-4761-4766"
- family-names: "Vasil"
  given-names: "Geoffrey M"
  orcid: "https://orcid.org/0000-0002-8902-5030"
- family-names: "Oishi"
  given-names: "Jeffrey S"
  orcid: "https://orcid.org/0000-0001-8531-6570"
- family-names: "Lecoanet"
  given-names: "Daniel"
  orcid: "https://orcid.org/0000-0002-7635-9728"
- family-names: "Brown"
  given-names: "Benjamin P"
  orcid: "https://orcid.org/0000-0001-8935-219X"
message: "<p>Please cite the following works when using this software:</p>\n<ul>\n<li>Dedalus methods paper:\n<ul>\n<li>https://doi.org/10.1103/PhysRevResearch.2.023068</li>\n</ul>\n</li>\n<li>Zenodo DOI for relevant release</li>\n<li>Papers describing novel bases being used (if relevant):\n<ul>\n<li>Disk:\n<ul>\n<li>https://doi.org/10.1016/j.jcp.2016.08.013</li>\n</ul>\n</li>\n<li>Sphere / Ball:\n<ul>\n<li>https://doi.org/10.1016/j.jcpx.2019.100013</li>\n<li>https://doi.org/10.1016/j.jcpx.2019.100012</li>\n</ul>\n</li>\n</ul>\n</li>\n</ul>"
preferred-citation:
  type: article
  authors:
  - family-names: "Burns"
    given-names: "Keaton J"
    orcid: "https://orcid.org/0000-0003-4761-4766"
  - family-names: "Vasil"
    given-names: "Geoffrey M"
    orcid: "https://orcid.org/0000-0002-8902-5030"
  - family-names: "Oishi"
    given-names: "Jeffrey S"
    orcid: "https://orcid.org/0000-0001-8531-6570"
  - family-names: "Lecoanet"
    given-names: "Daniel"
    orcid: "https://orcid.org/0000-0002-7635-9728"
  - family-names: "Brown"
    given-names: "Benjamin P"
    orcid: "https://orcid.org/0000-0001-8935-219X"
  title: "Dedalus: A flexible framework for numerical simulations with spectral methods"
  journal: "Physical Review Research"
  doi: "10.1103/PhysRevResearch.2.023068"
  volume: 2
  issue: 2
  start: 023068
  month: 4
  year: 2020

GitHub Events

Total
  • Create event: 4
  • Release event: 1
  • Issues event: 13
  • Watch event: 88
  • Delete event: 1
  • Issue comment event: 13
  • Push event: 30
  • Gollum event: 2
  • Pull request review event: 2
  • Pull request event: 8
  • Pull request review comment event: 3
  • Fork event: 15
Last Year
  • Create event: 4
  • Release event: 1
  • Issues event: 13
  • Watch event: 88
  • Delete event: 1
  • Issue comment event: 13
  • Push event: 30
  • Gollum event: 2
  • Pull request review event: 2
  • Pull request event: 8
  • Pull request review comment event: 3
  • Fork event: 15

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 1,833
  • Total Committers: 15
  • Avg Commits per committer: 122.2
  • Development Distribution Score (DDS): 0.265
Past Year
  • Commits: 49
  • Committers: 5
  • Avg Commits per committer: 9.8
  • Development Distribution Score (DDS): 0.163
Top Committers
Name Email Commits
Keaton J. Burns k****s@g****m 1,347
Daniel Lecoanet d****t@g****m 202
Benjamin P. Brown b****n@g****m 145
Jeffrey S. Oishi j****i@g****m 111
Evan H. Anders e****s@g****m 11
Calum Skene c****e@l****k 5
Geoff Vasil g****l@g****m 4
maxhutch m****h@g****m 1
mabdulla99 4****9 1
Thibaut Lunet t****t@t****e 1
Navid C. Constantinou n****y 1
Kishore Gopalakrishnan k****6@g****m 1
Jayce Slesar 4****r 1
Henri Drake h****e@g****m 1
Susan Clark s****9@g****m 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 90
  • Total pull requests: 50
  • Average time to close issues: 10 months
  • Average time to close pull requests: about 2 months
  • Total issue authors: 47
  • Total pull request authors: 18
  • Average comments per issue: 2.07
  • Average comments per pull request: 2.42
  • Merged pull requests: 33
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 9
  • Pull requests: 8
  • Average time to close issues: about 1 month
  • Average time to close pull requests: 24 days
  • Issue authors: 9
  • Pull request authors: 4
  • Average comments per issue: 1.33
  • Average comments per pull request: 0.5
  • Merged pull requests: 3
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • kburns (21)
  • csskene (8)
  • lecoanet (5)
  • bpbrown (4)
  • jsoishi (3)
  • evanhanders (3)
  • liamoconnor9 (3)
  • navdeeprana (2)
  • afraser3 (2)
  • geoffstanley (1)
  • namurphy (1)
  • catieterrey (1)
  • tomass2077 (1)
  • deKeijzer (1)
  • whpy (1)
Pull Request Authors
  • kburns (27)
  • csskene (9)
  • lecoanet (5)
  • tlunet (3)
  • ccoulombe (2)
  • AlexKurek (2)
  • afraser3 (2)
  • danvau98 (2)
  • evanhanders (2)
  • MilesCranmer (2)
  • Kishore96in (1)
  • bpbrown (1)
  • jsoishi (1)
  • carbonatezero (1)
  • TrellixVulnTeam (1)
Top Labels
Issue Labels
enhancement (16) bug (5) documentation (4) good first issue (3) stack (1) wontfix (1) question (1) tracker (1) help wanted (1)
Pull Request Labels

Packages

  • Total packages: 2
  • Total downloads: unknown
  • Total dependent packages: 0
    (may contain duplicates)
  • Total dependent repositories: 0
    (may contain duplicates)
  • Total versions: 11
proxy.golang.org: github.com/DedalusProject/dedalus
  • Versions: 6
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 7.0%
Average: 8.2%
Dependent repos count: 9.3%
Last synced: 6 months ago
proxy.golang.org: github.com/dedalusproject/dedalus
  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 7.0%
Average: 8.2%
Dependent repos count: 9.3%
Last synced: 6 months ago