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@AI4EPS

AI4EPS

README.md

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

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  1. QuakeFlow Public

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

    Jupyter Notebook 109 37

  2. PhaseNet Public

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

    Python 304 122

  3. GaMMA Public

    GaMMA: Earthquake Phase Association using a Bayesian Gaussian Mixture Model

    Jupyter Notebook 79 34

  4. DeepDenoiser Public

    DeepDenoiser: Seismic Signal Denoising and Decomposition Using Deep Neural Networks

    Python 203 65

  5. EQTransformer Public

    Forked from smousavi05/EQTransformer

    EQTransformer, a python package for earthquake signal detection and phase picking using AI.

    Python 2 1

  6. EQNet Public

    Jupyter Notebook 26 8

Repositories

Showing 10 of 28 repositories
  • homepage Public

    AI4EPS: Artificial Intelligence for Earth and Planetary Science

    Jupyter Notebook 23 3 0 0 Updated Apr 15, 2025
  • EPS88_PyEarth Public
    33 MIT 5 3 0 Updated Apr 15, 2025
  • Earthquake_Catalog_Workshop Public
    Jupyter Notebook 9 MIT 2 1 0 Updated Apr 15, 2025
  • EPS207_Observational_Seismology Public
    Shell 16 7 0 0 Updated Apr 13, 2025
  • DeepDenoiser Public

    DeepDenoiser: Seismic Signal Denoising and Decomposition Using Deep Neural Networks

    Python 203 MIT 65 12 0 Updated Apr 13, 2025
  • GaMMA Public

    GaMMA: Earthquake Phase Association using a Bayesian Gaussian Mixture Model

    Jupyter Notebook 79 MIT 34 11 1 Updated Apr 13, 2025
  • QuakeFlow Public

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

    Jupyter Notebook 109 MIT 37 0 1 Updated Apr 13, 2025
  • ADTomo.jl Public

    Eikonal Tomography and Earthquake Location using Automatic Differentiation

    Julia 7 4 1 0 Updated Apr 13, 2025
  • PhaseNet Public

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

    Python 304 MIT 122 36 5 Updated Apr 13, 2025
  • ADSeismic.jl Public Forked from kailaix/ADSeismic.jl

    A General Approach to Seismic Inversion Problems using Automatic Differentiation

    Julia 0 MIT 30 0 0 Updated Apr 13, 2025
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