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DeepWave - KAUST

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  1. diffefwi diffefwi Public

    Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.

    Jupyter Notebook 33 5

  2. Siamese_FWI-pub Siamese_FWI-pub Public

    Official reproducible material for SiameseFWI: A Deep Learning Network for Enhanced Full Waveform Inversion

    Jupyter Notebook 23 3

  3. Seis2Rock Seis2Rock Public

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

    Jupyter Notebook 15 1

  4. DLDAS_Denoising-pub DLDAS_Denoising-pub Public

    Official reproducible material for Noise attenuation in distributed acoustic sensing data using a guided unsupervised deep learning network

    Jupyter Notebook 9

  5. DeepFWIHessian DeepFWIHessian Public

    Jupyter Notebook 9 1

  6. PINNslope PINNslope Public

    Novel PINN framework for simultaneous seismic data interpolation and local slope estimation

    Jupyter Notebook 7 1

Repositories

Showing 10 of 20 repositories
  • ElasticSiameseFWI-pub Public

    Official reproducible material for Enhancing multiparameter elastic full-waveform inversion with a Siamese network

    DeepWave-KAUST/ElasticSiameseFWI-pub’s past year of commit activity
    Jupyter Notebook 4 2 0 0 Updated May 15, 2025
  • FreqSiameseFWI-pub Public

    Official reproducible material for F-SiameseFWI: A Novel Deep Learning Framework for Multi-Source Full Wave Inversion

    DeepWave-KAUST/FreqSiameseFWI-pub’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated May 12, 2025
  • latentpinn Public

    Official repository for the "Multiple wavefield solutions in physics-informed neural networks using latent representation" paper.

    DeepWave-KAUST/latentpinn’s past year of commit activity
    Jupyter Notebook 7 MIT 3 0 0 Updated May 1, 2025
  • Siamese_FWI-pub Public

    Official reproducible material for SiameseFWI: A Deep Learning Network for Enhanced Full Waveform Inversion

    DeepWave-KAUST/Siamese_FWI-pub’s past year of commit activity
    Jupyter Notebook 23 MIT 3 0 0 Updated Apr 24, 2025
  • ErSE328-AdvancedSeismicInversion Public

    The official code repository of the ERSE328 course "Advanced Seismic Inversion" .

    DeepWave-KAUST/ErSE328-AdvancedSeismicInversion’s past year of commit activity
    Jupyter Notebook 2 1 0 0 Updated Apr 15, 2025
  • SSL-Resolution-Enhancement Public

    Reproducible material for Self-supervised Seismic Resolution Enhancement

    DeepWave-KAUST/SSL-Resolution-Enhancement’s past year of commit activity
    Python 2 0 0 0 Updated Apr 13, 2025
  • AnnealedSVGD_FWI Public

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

    DeepWave-KAUST/AnnealedSVGD_FWI’s past year of commit activity
    Jupyter Notebook 2 1 0 0 Updated Mar 13, 2025
  • Regularized_Seis2Rock Public

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

    DeepWave-KAUST/Regularized_Seis2Rock’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Dec 18, 2024
  • Microseismic_with_SF_BH Public
    DeepWave-KAUST/Microseismic_with_SF_BH’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Dec 16, 2024
  • ilvrefwi Public
    DeepWave-KAUST/ilvrefwi’s past year of commit activity
    Python 2 1 1 0 Updated Dec 9, 2024
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