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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 21 3

  2. Siamese_FWI Siamese_FWI Public

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

    Jupyter Notebook 8 1

  3. Seis2Rock Seis2Rock Public

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

    Jupyter Notebook 5

  4. Meta-Processing Meta-Processing Public

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

    Python 4

  5. latentpinn latentpinn Public

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

    Jupyter Notebook 3 2

  6. PINNgabor PINNgabor Public

    Python 2

Repositories

Showing 10 of 11 repositories
  • 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 2 0 0 0 Updated Sep 15, 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 8 1 0 0 Updated Aug 20, 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 5 0 0 0 Updated Jul 24, 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 1 1 0 0 Updated Jul 15, 2024
  • diffefwi Public

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

    DeepWave-KAUST/diffefwi’s past year of commit activity
    Jupyter Notebook 21 3 0 0 Updated Jun 3, 2024
  • Meta-Processing Public

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

    DeepWave-KAUST/Meta-Processing’s past year of commit activity
    Python 4 0 0 0 Updated May 23, 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 3 2 0 0 Updated May 15, 2024
  • DeepWave-KAUST/IntraSeismic’s past year of commit activity
    Jupyter Notebook 0 0 1 0 Updated May 12, 2024
  • DeepWave-KAUST/PINNslope’s past year of commit activity
    Jupyter Notebook 1 1 0 0 Updated Mar 10, 2024
  • DeepWave-KAUST/PINNgabor’s past year of commit activity
    Python 2 0 0 0 Updated Dec 5, 2023

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