Physics-informed deep learning quantifies propagated uncertainty in seismic structure and hypocenter determination

Abstract Subsurface seismic velocity structure is essential for earthquake source studies, including hypocenter determination. Conventional hypocenter determination methods ignore the inherent uncertainty in seismic velocity structure models, and the impact of this oversight has not been thoroughly...

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Bibliographic Details
Main Authors: Ryoichiro Agata, Kazuya Shiraishi, Gou Fujie
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-84995-9
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