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Comparative Analysis of Deep Learning Methods for Real-Time Estimation of Earthquake Magnitude

In recent years, although a variety of deep learning models have been developed for magnitude estimation, the complex and variable nature of earthquakes limits the generalizability and accuracy of these models. In this study, we selected the waveform data of the Japan earthquake. We applied four dee...

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Autori principali: Xuanye Shen, Baorui Hou, Jianqi Lu, Shanyou Li
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2025-02-01
Serie:Applied Sciences
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Accesso online:https://www.mdpi.com/2076-3417/15/5/2587
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