We apply transfer learning with an LSTM-attention model, trained on simulated earthquake SOP data and tested on experimentally emulated data over a 38 km deployed fiber link, achieving 98% accuracy in early earthquake detection
Experimental Validation for Early Earthquake Detection Using Transfer Learning
Awad, Hasan;Usmani, Fehmida;Straullu, Stefano;Virgillito, Emanuele;Proietti, Roberto;Curri, Vittorio
2025
Abstract
We apply transfer learning with an LSTM-attention model, trained on simulated earthquake SOP data and tested on experimentally emulated data over a 38 km deployed fiber link, achieving 98% accuracy in early earthquake detectionFile in questo prodotto:
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Utilizza questo identificativo per citare o creare un link a questo documento:
https://hdl.handle.net/11583/3002533