Explore @DIG-Kaust Open Source projects

@DIG-Kaust

DIG-Kaust

Stars
285
Global Org. Rank 32,704 (Top 11 %)
Registered about 3 years ago
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90.5 %

Python
4.8 %

Shell
4.8 %
Location 🇸🇦 Saudi Arabia
Country Total Rank 42
Country Ranking

Jupyter Notebook
4

Shell
37

Python
183

Seismology

Teaching material for ErSE 210 Seismology course

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MLgeoscience

Teaching material for ML in Geoscience course

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RockGAN

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

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GenModelling

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

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Seismic_PnP

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

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pymarchenko

A bag of Marchenko algorithms implemented on top of PyLops

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HTracker

A Joint Inversion-Segmentation approach to Assisted Seismic Interpretation

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MDC-HPC

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

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DeepPrecs

Deep Preconditioned Inverse problems

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4DProximal

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SSDeblend

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TLR-MDC

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

Seismology-Projects

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

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PyPOCS

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

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conda_envs

Set of conda environments for KAUST linux machines and clusters

MDD-StochasticSolvers

Multi-dimensional deconvolution with stochastic solvers

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HPC_Hackathon_DIG

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StrydeProjects

Codes to visualize and analyse Stryde data acquired by DIG

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VolveSynthetic

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

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MultiCompSlopesInterpolation

Slope estimation and interpolation of multi-channel seismic data

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pysubsurface

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

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