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Earthquake Nowcasting with Deep Learning

We review previous approaches to nowcasting earthquakes and introduce new approaches based on deep learning using three distinct models based on recurrent neural networks and transformers. We discuss different choices for observables and measures presenting promising initial results for a region of...

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Principais autores: Geoffrey Charles Fox, John B. Rundle, Andrea Donnellan, Bo Feng
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2022-04-01
coleção:GeoHazards
Assuntos:
deep learning
earthquake
nowcasting
Southern California
LSTM
transformer
Acesso em linha:https://www.mdpi.com/2624-795X/3/2/11
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