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pyfwi

This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)

https://github.com/amirmardan/pyfwi

Science Score: 67.0%

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
    Found 1 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (9.7%) to scientific vocabulary

Keywords

full-waveform-inversion fwi monitoring seismic seismic-inversion seismic-monitoring time-lapse time-lapse-imaging tl-fwi wave-modelling
Last synced: 6 months ago · JSON representation ·

Repository

This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)

Basic Info
Statistics
  • Stars: 80
  • Watchers: 5
  • Forks: 13
  • Open Issues: 3
  • Releases: 2
Topics
full-waveform-inversion fwi monitoring seismic seismic-inversion seismic-monitoring time-lapse time-lapse-imaging tl-fwi wave-modelling
Created over 4 years ago · Last pushed over 1 year ago
Metadata Files
Readme License Citation

README.md

PyFWI

PyPI version License: GPL v3 Documentation Status DOI Downloads

This repository contains Python package for elastic seismic full-waveform inversion (FWI) and time-lapse FWI. Documentation of PyFWI is available here.

Installation

To install this package, run python3 -m pip install PyFWI on macOS or py -m pip install PyFWI on Windows.

The structure of PyFWI can be shown as

PyFWI_structure

Citing PyFWI

@article{mardan2023pyfwi, title = {PyFWI: {A Python} package for full-waveform inversion and reservoir monitoring}, author = {Mardan, Amir and Giroux, Bernard and Fabien-Ouellet, Gabriel}, journal = {SoftwareX}, volume = {22}, pages = {101384}, year = {2023}, publisher = {Elsevier}, doi = {10.1016/j.softx.2023.101384} }

Owner

  • Name: Amir Mardan
  • Login: AmirMardan
  • Kind: user
  • Location: Québec
  • Company: @geo-stack

Postdoctoral researcher, working on applications of AI for processing seismic data and imaging the subsurface mardan.amir.h@gmail.com

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Mardan"
  given-names: "Amir"
  orcid: "https://orcid.org/0000-0002-0417-1259"
- family-names: "Giroux"
  given-names: "Bernard"
  orcid: "https://orcid.org/0000-0002-2042-2759"
- family-names: "Fabien-Ouellet"
  given-names: "Gabriel"
  orcid: "https://orcid.org/0000-0002-1849-3718"
title: "PyFWI: A Python package for full-waveform inversion
and reservoir monitoring"
doi: 10.5281/zenodo.5813637
url: https://github.com/AmirMardan/PyFWI
license: GPL-3.0 license

GitHub Events

Total
  • Create event: 2
  • Commit comment event: 1
  • Release event: 1
  • Issues event: 6
  • Watch event: 16
  • Delete event: 1
  • Issue comment event: 6
  • Push event: 8
  • Pull request event: 2
  • Fork event: 1
Last Year
  • Create event: 2
  • Commit comment event: 1
  • Release event: 1
  • Issues event: 6
  • Watch event: 16
  • Delete event: 1
  • Issue comment event: 6
  • Push event: 8
  • Pull request event: 2
  • Fork event: 1

Committers

Last synced: 7 months ago

All Time
  • Total Commits: 282
  • Total Committers: 3
  • Avg Commits per committer: 94.0
  • Development Distribution Score (DDS): 0.121
Past Year
  • Commits: 9
  • Committers: 1
  • Avg Commits per committer: 9.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
AmirMardan m****9@g****m 248
Amir Mardan 4****n 31
Amir a****r@A****l 3

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 12
  • Total pull requests: 4
  • Average time to close issues: 5 months
  • Average time to close pull requests: 2 minutes
  • Total issue authors: 9
  • Total pull request authors: 1
  • Average comments per issue: 2.92
  • Average comments per pull request: 0.0
  • Merged pull requests: 4
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 4
  • Pull requests: 1
  • Average time to close issues: 23 days
  • Average time to close pull requests: 9 minutes
  • Issue authors: 4
  • Pull request authors: 1
  • Average comments per issue: 2.25
  • Average comments per pull request: 0.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • AmirMardan (3)
  • 1902912604 (2)
  • ITcooker-liu (1)
  • bening-gawitsa (1)
  • daniel7arango (1)
  • khc800 (1)
  • subenyu (1)
  • Lujiang-ECUST (1)
  • m-weigand (1)
Pull Request Authors
  • AmirMardan (6)
Top Labels
Issue Labels
question (3) enhancement (2) Installation (2) help wanted (2) bug (1) documentation (1)
Pull Request Labels
bug (2) enhancement (2)

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 108 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 1
  • Total versions: 11
  • Total maintainers: 1
pypi.org: pyfwi

PyFWI is a Pyhton package for seismic FWI and reservoir monitoring

  • Versions: 11
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 108 Last month
Rankings
Dependent packages count: 10.1%
Stargazers count: 10.3%
Forks count: 12.6%
Average: 16.2%
Dependent repos count: 21.6%
Downloads: 26.5%
Maintainers (1)
Amirmardan
Last synced: 6 months ago

Dependencies

requirements.txt pypi
  • datetime *
  • hdf5storage *
  • ipykernel *
  • matplotlib *
  • nbsphinx *
  • numpy *
  • pyopencl *
  • pyopencl ==2021.2.10
  • requests *
  • scipy *
  • segyio *
  • sphinx >=1.4
setup.py pypi
  • datetime *
  • hdf5storage *
  • matplotlib *
  • numpy *
  • requests *
  • scipy *
  • setuptools >=42
  • wheel *