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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 26 4

  2. Siamese_FWI Siamese_FWI Public

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

    Jupyter Notebook 15 2

  3. Seis2Rock Seis2Rock Public

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

    Jupyter Notebook 11 1

  4. Meta-Processing Meta-Processing Public

    Reproducible material for Meta-Processing: A robust framework for multi-tasks seismic processing

    Python 6

  5. PINNslope PINNslope Public

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

    Jupyter Notebook 5 1

  6. latentpinn latentpinn Public

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

    Jupyter Notebook 5 2

Repositories

Showing 10 of 15 repositories
  • 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 1 MIT 0 0 0 Updated Dec 16, 2024
  • ilvrefwi Public
    DeepWave-KAUST/ilvrefwi’s past year of commit activity
    Python 1 0 0 0 Updated Dec 9, 2024
  • Siamese_FWI Public

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

    DeepWave-KAUST/Siamese_FWI’s past year of commit activity
    Jupyter Notebook 15 MIT 2 0 0 Updated Dec 8, 2024
  • deepwave-paper-template Public
    DeepWave-KAUST/deepwave-paper-template’s past year of commit activity
    SCSS 1 0 0 0 Updated Nov 4, 2024
  • 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 5 MIT 2 0 0 Updated Nov 4, 2024
  • DeepFWIHessian Public
    DeepWave-KAUST/DeepFWIHessian’s past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Nov 4, 2024
  • DLDAS_Denoising Public

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

    DeepWave-KAUST/DLDAS_Denoising’s past year of commit activity
    Jupyter Notebook 4 MIT 0 0 0 Updated Nov 4, 2024
  • Seis2Rock Public

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

    DeepWave-KAUST/Seis2Rock’s past year of commit activity
    Jupyter Notebook 11 MIT 1 0 0 Updated Nov 4, 2024
  • SSL-Lowfrequency-extrapolation Public

    Reproducible material for A self-supervised learning framework for seismic low-frequency extrapolation

    DeepWave-KAUST/SSL-Lowfrequency-extrapolation’s past year of commit activity
    Python 4 MIT 1 0 0 Updated Nov 4, 2024
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