Deep imaging group

Seismology

Teaching material for ErSE 210 Seismology course

MLgeoscience

Teaching material for ML in Geoscience course

RockGAN

Reproducible material for A Wasserstein GAN with gradient penalty for 3D porous media generation.

GenModelling

Teaching material for Generative modelling lectures in AI Summer School @ KAUST

Seismic_PnP

Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers

pymarchenko

A bag of Marchenko algorithms implemented on top of PyLops

4DProximal

Devito-fwi

A collection of codes to perform FWI with Devito

HTracker

A Joint Inversion-Segmentation approach to Assisted Seismic Interpretation

MDC-HPC

Reproducible Paper - Implementation of large-scale integral operators with modern HPC solutions

Seismology-Projects

A collection of projects performed by my students in the ErSE 210 Seismology course

SSDeblend

DeepPrecs

Deep Preconditioned Inverse problems

PyPOCS

Implement POCS with different proximal algorithms (HQS, ADMM, PD)

VolveSynthetic

A Volve-alike synthetic dataset for testing of seismic processing and imaging algorithms

MultiCompSlopesInterpolation

Slope estimation and interpolation of multi-channel seismic data

Adaptive-subtraction

TLR-MDC

Tile-Low Rank Multi-Dimensional Convolution: fast MDC modelling and inversion for seismic applications

conda_envs

Set of conda environments for KAUST linux machines and clusters

MDD-StochasticSolvers

Multi-dimensional deconvolution with stochastic solvers

StrydeProjects

Codes to visualize and analyse Stryde data acquired by DIG

HPC_Hackathon_DIG

ML_Dispersion

pysubsurface

A bag of useful object to load, manipulate, and visualize subsurface data

RefrTomo

2D Turning Ray Tomography

Upside_down_RM

Devito-modelling

A collection of codes to perform all sort of seismic modeling with Devito

LowRankFactMDD