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@DeepWave-KAUST

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

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