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 at my personal page
📫 How to reach me: mardan.amir.h@gmail.com
| Repository | Description |
|---|---|
| PyFWI | A Python package for performing FWI and TL-FWI |
| pinn_fwi | An implementation of PINN for performing FWI |
| ml_course | Prepared materials for my machine learning course at AUT |
| first_break_picking | A Python package for performing automatic first-break picking |
