Potential of deep predictive coding networks for spatiotemporal tsunami wavefield prediction

Abstract Data assimilation is a powerful tool for directly forecasting tsunami wavefields from the waveforms recorded at dense observational stations like S-Net without the need to know the earthquake source parameters. However, this method requires a high computational load and a quick warning is e...

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Bibliographic Details
Main Authors: Ardiansyah Fauzi, Norimi Mizutani
Format: Article
Language:English
Published: SpringerOpen 2020-11-01
Series:Geoscience Letters
Subjects:
Online Access:http://link.springer.com/article/10.1186/s40562-020-00169-1