fealpy

Finite Element Analysis Library in Python

https://github.com/weihuayi/fealpy

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 41 committers (7.3%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (11.9%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Finite Element Analysis Library in Python

Basic Info
  • Host: GitHub
  • Owner: weihuayi
  • License: other
  • Language: Python
  • Default Branch: master
  • Homepage:
  • Size: 102 MB
Statistics
  • Stars: 375
  • Watchers: 11
  • Forks: 169
  • Open Issues: 26
  • Releases: 19
Created over 8 years ago · Last pushed 6 months ago
Metadata Files
Readme Citation Copyright

README.md

FEALPy:Finite Element Analysis Library in Python

Python package Upload Python Package

While beginning with the finite element algorithm, FEALPy's sights are set on exploring vast horizons.

We hope FEALPy will be an open-source library for intelligent CAX algorithms, integrating CAX fundamentals with AI to support advanced algorithm research and the cultivation of versatile talent.

We also hope FEALPy can accelerate the creation and testing of next-gen intelligent CAX apps, paving the way for advanced algorithms in industrial applications.

So FEALPy's development goal is to become the next generation intelligent CAX computing engine.

The word "FEAL" is an archaic or poetic term in English, meaning faithful or loyal. Though not commonly used in modern English, it carries strong connotations of unwavering dedication and reliability.

The name "FEALPy" embodies this essence of loyalty and faithfulness. It signifies the software's commitment to being a dependable and trustworthy tool in the field of intelligent CAX computation. Just as "FEAL" suggests steadfastness, FEALPy aims to provide consistent, reliable support for researchers, engineers, and developers in their pursuit of innovative solutions and advancements in CAX computation. The name reflects the software's mission to be a loyal companion in the journey toward groundbreaking discoveries and industrial applications.

Installation

Miniconda

bash mkdir -p ~/miniconda3 wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda3/miniconda.sh bash ~/miniconda3/miniconda.sh -b -u -p ~/miniconda3 rm -rf ~/miniconda3/miniconda.sh ~/miniconda3/bin/conda init bash

```bash conda create -n gpufealpy310 python=3.10 conda activate gpufealpy310 conda install numpy=2.0.1 -c conda-forge #2.0.1 conda install ipython notebook -c conda-forge conda install jaxlib==cuda* jax cuda-nvcc -c conda-forge -c nvidia # 0.4.31 conda install cupy -c conda-forge -c nvidia conda install pytorch=2.3.1 -c conda-forge -c nvidia

```

From Source (Recommanded)

First, clone the FEALPy repository from GitHub

bash git clone https://github.com/weihuayi/fealpy.git

If you can't access GitHub, you can clone it from Gitee bash git clone https://gitee.com/whymath/fealpy

It is recommended to create a virtual environment to manage dependencies: bash python -m venv fealpy_env source fealpy_env/bin/activate # On Windows, use `fealpy_env\Scripts\activate`

Then change directory to the cloned repository and install FEALPy in editable(-e) mode: bash cd fealpy pip install -e .

If you want to install optional dependencies, such as pypardiso, pyamg, meshpy and so on, you can do so by specifying the [optional] extra: pip install -e ".[optional]"

To install both development and optional dependencies, use: bash pip install -e ".[dev,optional]" To verify that FEALPy is installed correctly, you can run the following command:

bash python -c "import fealpy; print(fealpy.__version__)"

To update your FEALPy installation to the latest version from the source repository, navigate to the FEALPy directory and pull the latest changes: bash cd fealpy git pull origin main

To uninstall FEALPy, just run the following command: bash pip uninstall fealpy

Development

For FEALPy developers, the first step is to create a fork of the https://github.com/weihuayi/fealpy repository in your own Github account.

Clone the FEALPy repository under your own account to the local repository: ```bash

replacewith your own GitHub username

git clone git@github.com:/fealpy.git ```

Note that the following operations need to be operated in the fealpy folder.

Set up the upstream repository: bash git remote add upstream git@github.com:weihuayi/fealpy.git

Before local development, need to pull the latest version from the upstream repository and merge it into the local repository:
bash git fetch upstream git merge upstream/master

After local development, push the modifications to your own remote repository: bash git add modified_files_name git commit -m "Explanation on modifications" git push

Finally, in your own Github remote repository, open a pull request to the upstream repository and wait for the modifications to be merged.

Warning

The sparse pattern of the matrix A generated by FEALPy may not be the same as the theoretical pattern, since there exists nonzero values that are close to machine precision due to rounding. If you care about the sparse pattern of the matrix, you can use the following commands to eliminate them python eps = 10**(-15) A.data[ np.abs(A.data) < eps ] = 0 A.eliminate_zeros()

Docker

To be added.

Reference and Acknowledgement

We thank Dr. Long Chen for the guidance and compiling a systematic documentation for programming finite element methods. * http://www.math.uci.edu/~chenlong/programming.html * https://github.com/lyc102/ifem

Citation

Please cite fealpy if you use it in your paper

H. Wei and Y. Huang, FEALPy: Finite Element Analysis Library in Python, https://github.com/weihuayi/fealpy, Xiangtan University, 2017-2024.

bibtex @misc{fealpy, title = {FEALPy: Finite Element Analysis Library in Python. https://github.com/weihuayi/fealpy}, url = {https://github.com/weihuayi/fealpy}, author = {Wei, Huayi and Huang, Yunqing}, institution = {Xiangtan University}, year = {Xiangtan University, 2017-2024}, }

Owner

  • Name: Huayi Wei
  • Login: weihuayi
  • Kind: user
  • Company: Xiangtan University

I work in scientific computing and I like coding.

Citation (citation.bib)

@misc{fealpy,
	title = {FEALPy: Finite Element Analysis Library in Python. https://github.com/weihuayi/
        fealpy},
	url = {https://github.com/weihuayi/fealpy},
	author = {Wei, Huayi and Huang, Yunqing},
    institution = {Xiangtan University},
	year = {Xiangtan University, 2017-2022},
}

Huayi Wei, and Yunqing Huang. FEALPy: Finite Element Analysis Library in Python. https://github.com/weihuayi/fealpy, Xiangtan University, 2017-2023.

Committers

Last synced: almost 3 years ago

All Time
  • Total Commits: 2,742
  • Total Committers: 41
  • Avg Commits per committer: 66.878
  • Development Distribution Score (DDS): 0.3
Top Committers
Name Email Commits
Huayi Wei w****i@x****n 1,919
liao0415 1****9@q****m 89
liujiangang0518 2****4@q****m 85
tiantian0347 t****7@1****m 79
xuming0629 9****1@q****m 70
wangdong2 8****3@q****m 64
wpx 1****7@q****m 56
wangxin 5****8@q****m 53
Chunyu Chen c****1@1****m 46
cbtxs c****s@q****m 35
Liang yiru 2****0@q****m 30
liao0415 1****3@1****m 29
chenchunyu c****1@q****m 28
Huayi Wei w****i@x****n 27
Chunyu Chen c****1@1****m 16
wanglognjuan 8****5@q****m 13
zweien 2****3@q****m 10
AlbertZyy z****1@f****m 10
dependabot[bot] 4****]@u****m 9
heliang b****8@g****m 8
gao 1****2@q****m 8
wangliupeng w****4@1****m 8
W. Wang 7****i@u****m 8
Charliewei 1****7@q****m 7
caohuihui 1****5@q****m 6
S.Cao s****h@g****m 4
zhf-0 h****4@g****m 3
jk k****g@x****n 3
wubangminlll 1****6@q****m 3
zhaojiakuo 5****9@q****m 3
and 11 more...

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 109
  • Total pull requests: 2,356
  • Average time to close issues: over 1 year
  • Average time to close pull requests: about 10 hours
  • Total issue authors: 49
  • Total pull request authors: 41
  • Average comments per issue: 3.17
  • Average comments per pull request: 0.02
  • Merged pull requests: 2,041
  • Bot issues: 1
  • Bot pull requests: 17
Past Year
  • Issues: 22
  • Pull requests: 1,109
  • Average time to close issues: 2 days
  • Average time to close pull requests: about 14 hours
  • Issue authors: 13
  • Pull request authors: 34
  • Average comments per issue: 0.5
  • Average comments per pull request: 0.03
  • Merged pull requests: 894
  • Bot issues: 0
  • Bot pull requests: 7
Top Authors
Issue Authors
  • yoczhang (15)
  • brighthe (12)
  • xieweidc (10)
  • jibingquanm (5)
  • weihuayi (5)
  • lalala753 (4)
  • WPengXiang (4)
  • cbtxs (3)
  • Geniuswangwei (3)
  • Smile-In-Heart (2)
  • zhf-0 (2)
  • MegrezLi (2)
  • DoooWeee-byte (2)
  • xiaoyanyan97 (2)
  • DavidDeadpool (2)
Pull Request Authors
  • brighthe (400)
  • BellaLq (185)
  • BenHBLiu (184)
  • AlbertZyy (164)
  • WPengXiang (153)
  • cbtxs (139)
  • ChaosTHL (135)
  • concha-k-chen (134)
  • pengmiaoying (106)
  • tiantian0347 (97)
  • Liujiawangmath (95)
  • gaotingyi (85)
  • july-liuzhi (72)
  • wangdong19 (71)
  • Wangwenbinmath (69)
Top Labels
Issue Labels
enhancement (2) bug (1) dependencies (1) feature request (1)
Pull Request Labels
dependencies (17) ruby (4)

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 265 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 1
  • Total versions: 16
  • Total maintainers: 1
pypi.org: fealpy

FEALPy: Finite Element Analysis Library in Python

  • Versions: 16
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 265 Last month
Rankings
Forks count: 4.6%
Stargazers count: 4.7%
Dependent packages count: 10.1%
Average: 12.9%
Dependent repos count: 21.6%
Downloads: 23.5%
Maintainers (1)
Last synced: 6 months ago

Dependencies

.github/workflows/mirror_gitee.yml actions
  • wearerequired/git-mirror-action v1 composite
.github/workflows/publish.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.github/workflows/python-package.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
requirements.txt pypi
  • bump2version *
  • codecov *
  • matplotlib *
  • numpy *
  • pyevtk *
  • pytest >=3.6
  • pytest-cov *
  • scipy *
  • vtk *
docs/Gemfile.lock rubygems
  • activesupport 6.1.4.1
  • addressable 2.8.0
  • colorator 1.1.0
  • concurrent-ruby 1.1.9
  • em-websocket 0.5.2
  • eventmachine 1.2.7
  • ffi 1.15.3
  • forwardable-extended 2.6.0
  • gemoji 3.0.1
  • html-pipeline 2.14.0
  • http_parser.rb 0.6.0
  • i18n 1.8.10
  • jekyll 4.2.0
  • jekyll-feed 0.15.1
  • jekyll-paginate 1.1.0
  • jekyll-sass-converter 2.1.0
  • jekyll-sitemap 1.4.0
  • jekyll-text-theme 2.2.6
  • jekyll-watch 2.2.1
  • jemoji 0.12.0
  • kramdown 2.3.1
  • kramdown-parser-gfm 1.1.0
  • liquid 4.0.3
  • listen 3.7.0
  • mercenary 0.4.0
  • mini_portile2 2.8.0
  • minitest 5.14.4
  • nokogiri 1.13.10
  • pathutil 0.16.2
  • public_suffix 4.0.6
  • racc 1.6.1
  • rake 12.3.3
  • rb-fsevent 0.11.0
  • rb-inotify 0.10.1
  • rexml 3.2.5
  • rouge 3.26.0
  • safe_yaml 1.0.5
  • sassc 2.4.0
  • terminal-table 2.0.0
  • tzinfo 2.0.4
  • unicode-display_width 1.7.0
  • zeitwerk 2.4.2
docs/jekyll-text-theme.gemspec rubygems
  • bundler >= 0 development
  • rake ~> 12.3 development
  • jekyll >= 3.6, < 5.0
  • jekyll-feed ~> 0.1
  • jekyll-paginate ~> 1.1
  • jekyll-sitemap ~> 1.0
  • jemoji ~> 0.8
Dockerfile docker
  • python 3.8-slim-buster build
setup.py pypi
docs/Gemfile rubygems