https://github.com/amirmardan/pyfwi

This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)
https://github.com/amirmardan/pyfwi

full-waveform-inversion fwi monitoring seismic seismic-inversion seismic-monitoring time-lapse time-lapse-imaging tl-fwi wave-modelling

Last synced: 11 months ago
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This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)

• Host: GitHub
• URL: https://github.com/amirmardan/pyfwi
• Owner: AmirMardan
• License: gpl-3.0
• Created: 2021-09-01T18:54:10.000Z (almost 5 years ago)
• Default Branch: main
• Last Pushed: 2024-11-05T03:27:22.000Z (over 1 year ago)
• Last Synced: 2025-07-14T18:17:05.004Z (11 months ago)
• Topics: full-waveform-inversion, fwi, monitoring, seismic, seismic-inversion, seismic-monitoring, time-lapse, time-lapse-imaging, tl-fwi, wave-modelling
• Language: Jupyter Notebook
• Homepage: https://pyfwi.readthedocs.io/en/latest/
• Size: 10.6 MB
• Stars: 77
• Watchers: 5
• Forks: 13
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Citation: CITATION.cff

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README

          
# PyFWI

[![PyPI version](https://badge.fury.io/py/PyFWI.svg)](https://badge.fury.io/py/PyFWI)

[![License: GPL v3](https://img.shields.io/badge/License-GPLv3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0)

[![Documentation Status](https://readthedocs.org/projects/pyfwi/badge/?version=latest)](https://pyfwi.readthedocs.io/en/latest/?badge=latest)

[![DOI](https://zenodo.org/badge/402170735.svg)](https://zenodo.org/badge/latestdoi/402170735)

[![Downloads](https://static.pepy.tech/personalized-badge/pyfwi?period=total&units=none&left_color=grey&right_color=green&left_text=Downloads)](https://pepy.tech/project/pyfwi)



This repository contains Python package for elastic seismic full-waveform inversion (FWI) and time-lapse FWI.

Documentation of PyFWI is available [here](https://pyfwi.readthedocs.io/en/latest/index.html).

## 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](docs/pyfwi_structure.png)

## 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}

}

```