Fronts

Nonlinear diffusion problems in Julia

https://github.com/gerlero/fronts.jl

Science Score: 44.0%

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
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (8.8%) to scientific vocabulary

Keywords

boltzmann-transformation capillarity differential-equations diffusion-equation groundwater-flow-equation julia microfluidics moisture-diffusivity nonlinear-equations numerical-methods richards-equation

Keywords from Contributors

interpretability hack pde meshing pinns standardization projections polygons robust ode
Last synced: 6 months ago · JSON representation ·

Repository

Nonlinear diffusion problems in Julia

Basic Info
Statistics
  • Stars: 7
  • Watchers: 2
  • Forks: 0
  • Open Issues: 3
  • Releases: 46
Topics
boltzmann-transformation capillarity differential-equations diffusion-equation groundwater-flow-equation julia microfluidics moisture-diffusivity nonlinear-equations numerical-methods richards-equation
Created about 5 years ago · Last pushed 6 months ago
Metadata Files
Readme License Citation

README.md

Fronts.jl

Stable Dev Build Status Coverage PkgEval SciML Code Style Docker Docker image

Fronts, at the speed of Julia ⚡️

This is the (fully native) Julia version of our numerical package for nonlinear diffusion problems, also available as a Python library.

```julia julia> using Fronts

julia> D(u) = u^4 D (generic function with 1 method)

julia> eq = DiffusionEquation(D) ∂u/∂t = ∂(D(u)*∂u/∂r)/∂r

julia> prob = DirichletProblem(eq, i=0.1, b=1) ⎧ ∂u/∂t = ∂(D(u)*∂u/∂r)/∂r, r>0,t>0 ⎨ u(r,0) = 0.1, r>0 ⎩ u(0,t) = 1.0, t>0

julia> u = solve(prob) Solution u after 10 iterations retcode: Success ub = 1.0 du/do|b = -0.28388671875000004 ui = 0.10006060603081587

julia> u(0.25, 2) # Evaluate the solution anywhere and at any time 0.9440546607878473

julia> d_dr(u, 0.25, 2) # Obtain derivatives -0.25038534184881966

julia> flux(u, 0.25, 2) # Obtain the flux 0.19888290889257723 ```

CIMEC (UNL–CONICET)   INTEC (UNL–CONICET)   GSaM

Owner

  • Name: Gabriel Gerlero
  • Login: gerlero
  • Kind: user
  • Location: Santa Fe, Argentina
  • Company: @microfluidica

Information Systems Engineer. PhD candidate in Computational Mechanics at CIMEC. Physics TA at UNL. Santa Fe Microfluidics Group (GSaM).

Citation (CITATION.cff)

cff-version: 1.2.0
preferred-citation:
  type: article
  authors:
  - given-names: Gabriel S.
    family-names: Gerlero
  - given-names: Claudio L. A.
    family-names: Berli
  - given-names: Pablo A.
    family-names: Kler
  title: Open-source high-performance software packages for direct and inverse solving of horizontal capillary flow
  journal: Capillarity
  year: 2023
  volume: 6
  issue: 2
  start: 31
  end: 40
  doi: 10.46690/capi.2023.02.02

GitHub Events

Total
  • Delete event: 5
  • Issue comment event: 3
  • Push event: 11
  • Pull request event: 12
  • Create event: 7
Last Year
  • Delete event: 5
  • Issue comment event: 3
  • Push event: 11
  • Pull request event: 12
  • Create event: 7

Committers

Last synced: over 1 year ago

All Time
  • Total Commits: 281
  • Total Committers: 4
  • Avg Commits per committer: 70.25
  • Development Distribution Score (DDS): 0.132
Past Year
  • Commits: 130
  • Committers: 4
  • Avg Commits per committer: 32.5
  • Development Distribution Score (DDS): 0.192
Top Committers
Name Email Commits
Gabriel Gerlero g****o 244
dependabot[bot] 4****] 16
github-actions[bot] 4****] 16
CompatHelper Julia c****y@j****g 5
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 9
  • Total pull requests: 199
  • Average time to close issues: 17 days
  • Average time to close pull requests: about 23 hours
  • Total issue authors: 3
  • Total pull request authors: 3
  • Average comments per issue: 5.67
  • Average comments per pull request: 0.88
  • Merged pull requests: 193
  • Bot issues: 0
  • Bot pull requests: 28
Past Year
  • Issues: 1
  • Pull requests: 22
  • Average time to close issues: N/A
  • Average time to close pull requests: 7 days
  • Issue authors: 1
  • Pull request authors: 3
  • Average comments per issue: 1.0
  • Average comments per pull request: 0.68
  • Merged pull requests: 17
  • Bot issues: 0
  • Bot pull requests: 8
Top Authors
Issue Authors
  • gerlero (7)
  • kongdd (1)
  • JuliaTagBot (1)
Pull Request Authors
  • gerlero (178)
  • dependabot[bot] (26)
  • github-actions[bot] (15)
Top Labels
Issue Labels
wontfix (1)
Pull Request Labels
dependencies (26) github_actions (22) docker (4)

Packages

  • Total packages: 1
  • Total downloads: unknown
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 46
juliahub.com: Fronts

Nonlinear diffusion problems in Julia

  • Versions: 46
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 9.9%
Average: 37.7%
Dependent packages count: 38.9%
Stargazers count: 48.5%
Forks count: 53.5%
Last synced: 6 months ago