LFAToolkit

Local Fourier Analysis for arbitrary order finite element type operators

https://github.com/jeremylt/lfatoolkit.jl

Science Score: 67.0%

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

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CITATION.cff file
Found CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
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.zenodo.json file
Found .zenodo.json file
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DOI references
Found 1 DOI reference(s) in README
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Academic publication links
Links to: zenodo.org
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JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (16.2%) to scientific vocabulary

Keywords

lfa local-fourier-analysis partial-differential-equations preconditioners

Keywords from Contributors

pde numerics

Last synced: 6 months ago · JSON representation ·

Repository

Local Fourier Analysis for arbitrary order finite element type operators

Basic Info

Host: GitHub
Owner: jeremylt
License: bsd-2-clause
Language: Julia
Default Branch: main
Homepage: https://jeremylt.github.io/LFAToolkit.jl/stable/
Size: 15.2 MB

Statistics

Stars: 12
Watchers: 2
Forks: 4
Open Issues: 5
Releases: 12

Topics

lfa local-fourier-analysis partial-differential-equations preconditioners

Created over 5 years ago · Last pushed 12 months ago

Metadata Files

Readme Contributing License Citation

LFAToolkit

Local Fourier Analysis for arbitrary order finite element type operators

Introduction

Local Fourier Analysis is a tool commonly used in the analysis of multigrid and multilevel algorithms for solving partial differential equations via finite element or finite difference methods. This analysis can be used to predict convergence rates and optimize parameters in multilevel methods and preconditioners.

This package provides a toolkit for analyzing the performance of preconditioners for arbitrary, user provided weak forms of partial differential equations.

Installing

To install a development version, run

$ julia --project -e 'using Pkg; Pkg.build();'

To install and test, run

$ julia --project -e 'using Pkg; Pkg.build(); Pkg.test("LFAToolkit")'

Examples

Examples can be found in the examples directory, with interactive examples in Jupyter notebooks found in the examples/jupyter directory.

Documentation

Documentation can be found at the url listed above. To build the documentation locally, run

$ julia --project=docs/ -e 'using Pkg; Pkg.develop(PackageSpec(path=pwd())); Pkg.instantiate(); Pkg.build()'

followed by

$ DOCSARGS=local julia --project=docs/ docs/make.jl

Online Demos

Both of the current online demos are not performing smoothly.

The Binder with interactive Jupyter notebooks takes a long time to start due to the time required to install LFAToolkit.jl and the plotting utilities.

The repl.it often reports a System Error with Disk quota exceeded. Clicking 'Run' again will typically clear the issue within a few attempts.

Contact

You can reach the LFAToolkit.jl by leaving a comment in the issue tracker.

How to Cite

If you utilize LFAToolkit.jl please cite:

bibtex @software{LFAToolkit_jl, author = {Thompson, Jeremy L and Bankole, Adeleke O and Brown, Jed}, title = {{LFAToolkit.jl}}, version = {0.7.0}, month = mar, year = {2024}, url = {https://jeremylt.github.io/LFAToolkit.jl/stable/}, doi = {10.5281/zenodo.4659283}, }

Owner

Name: Jeremy L Thompson
Login: jeremylt
Kind: user
Location: Denver, CO

Website: jeremylt.org
Repositories: 4
Profile: https://github.com/jeremylt

Research Software Engineer (he/him)

Citation (CITATION.cff)

cff-version: 1.1.0
title: "LFAToolkit.jl"
message: "Please cite the following works when using this software."
version: 0.7.0
date-released: 2024-03-01
license:  BSD-2-Clause
authors:
  - family-names: Thompson
    given-names: Jeremy L
    orcid: 0000-0003-2980-0899
  - family-names: Bankole
    given-names: Adeleke O
    orcid: 0000-0003-2804-5457
  - family-names: Brown
    given-names: Jed
    orcid: 0000-0002-9945-0639
doi: "10.5281/zenodo.5064056"
url: "https://jeremylt.github.io/LFAToolkit.jl/stable/"
repository: "https://github.com/jeremylt/LFAToolkit.jl"
references:
  - type: article
    title: "Local Fourier Analysis of p-Multigrid for High-Order Finite Element Operators"
    authors:
      - family-names: Thompson
        given-names: Jeremy L
        orcid: 0000-0003-2980-0899
      - family-names: Brown
        given-names: Jed
        orcid: 0000-0002-9945-0639
      - family-names: He
        given-names: Yunhui
        orcid: 0000-0003-3476-2487
    journal: "SIAM Journal on Scientific Computing"
    year: 2023
    publisher:
      - name: "Society for Industrial and Applied Mathematics"
        website: "https://epubs.siam.org"
    volume: 45
    number: 3
    start: S351
    doi: 10.1137/21M1431199

GitHub Events

Total

Issues event: 3
Delete event: 2
Push event: 12
Pull request event: 4
Create event: 2

Last Year

Issues event: 3
Delete event: 2
Push event: 12
Pull request event: 4
Create event: 2

Committers

Last synced: almost 3 years ago

All Time

Total Commits: 480
Total Committers: 6
Avg Commits per committer: 80.0
Development Distribution Score (DDS): 0.213

Top Committers

Name	Email	Commits
jeremylt	t**e@g**m	378
Jeremy L Thompson	2**t@u**m	48
Jeremy L Thompson	j**y@j**g	47
Jed Brown	j**d@j**g	3
Adeleke O. Bankole	8**e@u**m	2
CompatHelper Julia	c**y@j**g	2

Committer Domains (Top 20 + Academic)

julialang.org: 1 jedbrown.org: 1 jeremylt.org: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 19
Total pull requests: 75
Average time to close issues: 5 months
Average time to close pull requests: 12 days
Total issue authors: 3
Total pull request authors: 6
Average comments per issue: 0.53
Average comments per pull request: 1.24
Merged pull requests: 64
Bot issues: 0
Bot pull requests: 4

Past Year

Issues: 1
Pull requests: 4
Average time to close issues: about 1 month
Average time to close pull requests: 7 minutes
Issue authors: 1
Pull request authors: 1
Average comments per issue: 0.0
Average comments per pull request: 0.0
Merged pull requests: 4
Bot issues: 0
Bot pull requests: 0

View more stats

Top Authors

Issue Authors

jeremylt (16)
jedbrown (2)
yslan (1)

Pull Request Authors

jeremylt (61)
AdelekeBankole (8)
jedbrown (4)
github-actions[bot] (3)
MalachiTimothyPhillips (1)

Top Labels

Issue Labels

enhancement (6) bug (3) documentation (2) testing/ci (2) papers (1)

Pull Request Labels

enhancement (11) testing/ci (7) documentation (7) papers (4) bug (3)

Packages

Total packages: 1
Total downloads:
- julia 1 total

Total dependent packages: 0
Total dependent repositories: 0
Total versions: 10

juliahub.com: LFAToolkit

Local Fourier Analysis for arbitrary order finite element type operators

Homepage: https://jeremylt.github.io/LFAToolkit.jl/stable/
Documentation: https://docs.juliahub.com/General/LFAToolkit/stable/
License: BSD-2-Clause
Latest release: 0.7.0
published about 2 years ago

Versions: 10
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 1 Total

Rankings

Dependent repos count: 9.9%

Forks count: 24.5%

Average: 26.9%

Stargazers count: 34.1%

Dependent packages count: 38.9%

Last synced: 7 months ago

Dependencies

.github/workflows/compat-helper.yml actions

julia-actions/setup-julia latest composite

.github/workflows/documentation.yml actions

actions/checkout v3 composite
julia-actions/julia-buildpkg latest composite
julia-actions/julia-docdeploy latest composite

.github/workflows/style.yml actions

actions/checkout v3 composite
julia-actions/setup-julia latest composite

.github/workflows/test.yml actions

actions/checkout v3 composite
codecov/codecov-action v3 composite
julia-actions/julia-buildpkg latest composite
julia-actions/julia-processcoverage latest composite
julia-actions/julia-runtest latest composite
julia-actions/setup-julia latest composite

LFAToolkit

Science Score: 67.0%

Keywords

Keywords from Contributors

Repository

Basic Info

Statistics

Topics

Metadata Files

README.md

LFAToolkit

Introduction

Installing

Examples

Documentation

Online Demos

Contact

How to Cite

Owner

Citation (CITATION.cff)

GitHub Events

Total

Last Year

Committers

All Time

Top Committers

Committer Domains (Top 20 + Academic)

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

juliahub.com: LFAToolkit

Rankings

Dependencies