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Welcome to AI4EPS: Artificial Intelligence (AI) for Earth and Planetary Science (EPS) at UC Berkeley

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  1. QuakeFlow QuakeFlow Public

    QuakeFlow: A Scalable Deep-learning-based Earthquake Monitoring Workflow with Cloud Computing

    Jupyter Notebook 117 49

  2. PhaseNet PhaseNet Public

    PhaseNet: A Deep-Neural-Network-Based Seismic Arrival Time Picking Method

    Python 367 130

  3. GaMMA GaMMA Public

    GaMMA: Earthquake Phase Association using a Bayesian Gaussian Mixture Model

    Jupyter Notebook 95 40

  4. DeepDenoiser DeepDenoiser Public

    DeepDenoiser: Seismic Signal Denoising and Decomposition Using Deep Neural Networks

    Python 256 72

  5. EQNet EQNet Public

    Jupyter Notebook 50 15

  6. DAS_Seismology_Workshop DAS_Seismology_Workshop Public

    Introduction to DAS for Seismology: From Data Acquisition to Analysis

    Jupyter Notebook 10 1

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