EdgePhase: A Deep Learning Model for Multi‐Station Seismic Phase Picking

EdgePhase: A Deep Learning Model for Multi‐Station Seismic Phase Picking

Abstract In this study, we build a multi‐station phase‐picking model named EdgePhase by integrating an Edge Convolutional module with a state‐of‐the‐art single‐station phase‐picking model, EQTransformer. The Edge Convolutional module, a variant of Graph Neural Network, exchanges information relevant...

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Bibliographic Details
Main Authors: Tian Feng, Saeed Mohanna, Lingsen Meng
Format: Article
Language:English
Published: Wiley 2022-11-01
Series:Geochemistry, Geophysics, Geosystems
Subjects:
deep learning
seismic phase picking
graph neural network
edge convolution
Samos earthquake
EdgePhase
Online Access:https://doi.org/10.1029/2022GC010453

Internet

https://doi.org/10.1029/2022GC010453

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