I'm Amir, a postdoctoral researcher at Polytechnique MontrΓ©al working on applications of AI for processing and inversion of near-surface seismic data. I'm based in Quebec City, Canada.
π Iβm currently working on
- processing near-surface seismic data using AI,
- velocity modelling using deep learning,
- velocity modelling using FWI.
π 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
π« How to reach me: [email protected]
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 |