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prasun-iitj / AMGCR-Earthquake-Early-Warning

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Assessment and Management of Geological and Climate Related Risk (AMGCR): An open-source scientific reproduction of the EarthESND earthquake early warning system using ObsPy, EarthScope/IRIS seismic data, Echo State Networks, Dendritic Neural Networks, and reproducible machine learning workflows.

python machine-learning research time-series signal-processing seismology earthquakes obspy waveforms geophysics echo-state-networks earthquake-data earthquake fdsn seismic-waves earthquake-early-warning ctgan scientific-reproducibility dendritic-networks earthscope
  • Updated Jul 29, 2026
  • Python

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