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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 41 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 30 4

  3. Seis2Rock Seis2Rock Public

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

    Jupyter Notebook 23 3

  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 17 1

  5. PINNslope PINNslope Public

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

    Jupyter Notebook 14 1

  6. DeepFWIHessian DeepFWIHessian Public

    Jupyter Notebook 13 2

Repositories

Showing 10 of 29 repositories
  • PICNO-pub Public
    DeepWave-KAUST/PICNO-pub’s past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Nov 13, 2025
  • Meta-LRPINN-pub Public

    Official reproducible material for Multi-frequency wavefield solutions for variable velocity models using meta-learning enhanced low-rank physics-informed neural network

    DeepWave-KAUST/Meta-LRPINN-pub’s past year of commit activity
    Python 1 0 0 0 Updated Nov 12, 2025
  • GSFM_pub Public

    Official reproducible material for: A generative foundation model for an all-in-one seismic processing framework

    DeepWave-KAUST/GSFM_pub’s past year of commit activity
    Python 0 1 0 0 Updated Nov 5, 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 30 MIT 4 0 0 Updated Oct 8, 2025
  • DeepTimeshift-pub Public
    DeepWave-KAUST/DeepTimeshift-pub’s past year of commit activity
    Jupyter Notebook 2 1 0 0 Updated Sep 24, 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 1 1 1 0 Updated Aug 25, 2025
  • neuroseismic Public
    DeepWave-KAUST/neuroseismic’s past year of commit activity
    Python 1 MIT 2 0 0 Updated Jul 2, 2025
  • B-IntraSeismic-pub Public
    DeepWave-KAUST/B-IntraSeismic-pub’s past year of commit activity
    Jupyter Notebook 3 2 0 0 Updated Jun 30, 2025
  • PINNslope Public

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

    DeepWave-KAUST/PINNslope’s past year of commit activity
    Jupyter Notebook 14 MIT 1 0 0 Updated Jun 29, 2025
  • PINNs_signal_separation-pub Public

    Slope assisted ground roll removal and seismic signal separation with Physics Informed Neural Networks

    DeepWave-KAUST/PINNs_signal_separation-pub’s past year of commit activity
    Jupyter Notebook 6 1 0 0 Updated Jun 29, 2025
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