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  1. DIG-Kaust/RockGAN DIG-Kaust/RockGAN Public

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

    Jupyter Notebook 35 7

  2. DIG-Kaust/Seismic_PnP DIG-Kaust/Seismic_PnP Public

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

    Jupyter Notebook 29 4

  3. DeepWave-KAUST/Seis2Rock DeepWave-KAUST/Seis2Rock Public

    Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data

    Jupyter Notebook 22 3

  4. EAGE-Annual-Hackathon/SnorIAX EAGE-Annual-Hackathon/SnorIAX Public

    EAGE Hackathon 2022

    Jupyter Notebook 7 1

  5. DeepWave-KAUST/AnnealedSVGD_FWI DeepWave-KAUST/AnnealedSVGD_FWI Public

    Reproducible material for Annealed Stein Variational Gradient Descent for Improved Uncertainty Estimation in Full-Waveform Inversion

    Jupyter Notebook 5 1

  6. DeepWave-KAUST/Regularized_Seis2Rock DeepWave-KAUST/Regularized_Seis2Rock Public

    Regularization strategies for Seis2Rock-based petrophysical inversion of pre-stack seismic data

    Jupyter Notebook 2