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DeepWave - KAUST

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  1. sweep sweep Public

    Scalable GPU seismic imaging toolkit for wave simulation, RTM, and FWI.

    Python 67 13

  2. diffefwi diffefwi Public

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

    Jupyter Notebook 53 7

  3. Siamese_FWI-pub Siamese_FWI-pub Public

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

    Jupyter Notebook 41 6

  4. Seis2Rock Seis2Rock Public

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

    Jupyter Notebook 29 6

  5. PINNslope PINNslope Public

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

    Jupyter Notebook 23 3

  6. 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 20 2

Repositories

Showing 10 of 57 repositories
  • sweep Public

    Scalable GPU seismic imaging toolkit for wave simulation, RTM, and FWI.

    DeepWave-KAUST/sweep's past year of commit activity
    Python 67 13 3 0 Updated Nov 3, 2026
  • sweepx Public

    The sweep toolkit: seismic I/O, FWI losses, neural reparameterizations, optimizers, a YAML task runner and an LLM agent, on top of the sweep wave-equation solver.

    DeepWave-KAUST/sweepx's past year of commit activity
    Python 3 MIT 0 0 0 Updated Nov 3, 2026
  • INR-Interpolation-pub Public
    DeepWave-KAUST/INR-Interpolation-pub's past year of commit activity
    Python 0 MIT 0 0 0 Updated Nov 3, 2026
  • DMFCO2-pub Public

    Official repository for the "A Conditional Diffusion Model for CO₂ Monitoring and Forecasting in Heterogeneous Geological Formations", and "Towards generative modeling of CO₂ geological storage with latent conditional diffusion models" conference papers.

    DeepWave-KAUST/DMFCO2-pub's past year of commit activity
    Jupyter Notebook 2 MIT 1 0 0 Updated Oct 27, 2026
  • DiffPINN-pub Public

    Official reproducible material for DiffPINN: Generative diffusion-initialized physics-informed neural networks for accelerating seismic wavefield representation

    DeepWave-KAUST/DiffPINN-pub's past year of commit activity
    Python 0 0 0 0 Updated Oct 18, 2026
  • LAViG-FLOW-pub Public

    Official repository for the "LAViG-FLOW: Latent Autoregressive Video Generation for Fluid Flow Simulations" paper.

    DeepWave-KAUST/LAViG-FLOW-pub's past year of commit activity
    Python 3 MIT 2 0 0 Updated Oct 11, 2026
  • dpsAVAinversion-pub Public

    Repository for Guided Diffusion Posterior Sampling for Elastic Parameter Inversion with Angle-Stack Seismic Data

    DeepWave-KAUST/dpsAVAinversion-pub's past year of commit activity
    Jupyter Notebook 0 MIT 1 0 0 Updated Sep 18, 2026
  • ifwi-pub Public

    Public repo for reproducing INR-based inversion and imaging algorithms

    DeepWave-KAUST/ifwi-pub's past year of commit activity
    Jupyter Notebook 10 MIT 3 0 0 Updated Sep 8, 2026
  • SSL-Multiples-Attenuation-pub Public

    Official reproducible material for "Self-supervised surface-related multiple suppression with multidimensional convolution"

    DeepWave-KAUST/SSL-Multiples-Attenuation-pub's past year of commit activity
    Python 0 1 0 0 Updated Sep 2, 2026
  • GNO-pub Public

    Official reproducible material for Seismic wavefield solutions via physics-guided generative neural operator

    DeepWave-KAUST/GNO-pub's past year of commit activity
    Python 5 0 0 0 Updated Aug 29, 2026
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