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@AmirMardan
AmirMardan
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Amir Mardan AmirMardan

Geophysicist, interested in seismic data inversion mardan.amir.h@gmail.com

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@groupeLIAMG@geo-stack

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AmirMardan/README.md

I'm Amir, a postdoctoral researcher at Polytechnique Montréal working on applications of AI for processing and inversion of near-surface seismic data. I'm based in Quebec City, Canada.

🔭 I’m currently working on

  • processing near-surface seismic data using AI,
  • velocity modelling using deep learning,
  • velocity modelling using FWI.

📚 These days, I'm mostly reading about

  • self-supervised learning,
  • uncertainty analysis and decision-making under uncertainty.

You can see my research atmy personal page

📫 How to reach me:mardan.amir.h@gmail.com

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My main public repositories

RepositoryDescription
PyFWIA Python package for performing FWI and TL-FWI
pinn_fwiAn implementation of PINN for performing FWI
ml_coursePrepared materials for my machine learning course at AUT
first_break_pickingA Python package for performing automatic first-break picking

⚡ Technologies

PythonPyTrochsklearC++tfHTML5CSS3BootstrapJavaScriptMongoDBMySQLHerokuGoogle CloudGitGitHub

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  1. PyFWIPyFWIPublic

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

    Jupyter Notebook 87 13

  2. pinn_fwipinn_fwiPublic

    PGNN-FWI: performing physics-guided neural network for FWI

    Jupyter Notebook 75 19

  3. geo-stack/first_break_pickinggeo-stack/first_break_pickingPublic

    Python package for first-break picking

    Python 26 10


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