Variational Autoencoder Transfer Functions for Onshore Tsunami Hazard Curves

Abstract To quickly estimate tsunami hazards along the coastline, we present a data‐driven transfer function method to reconstruct onshore tsunami hazard curves from offshore hazard curves with corresponding topographic and bathymetric data. The transfer function is approximated by a type of artific...

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Autors principals:	Willington Renteria, Patrick Lynett, Maile McCann, Behzad Ebrahimi, Hong Kie Thio, Ian Robertson, Chris Siverd, Betsy Hicks
Format:	Artigo
Idioma:	Inglês
Publicat:	Wiley 2025-06-01
Col·lecció:	Journal of Geophysical Research: Machine Learning and Computation
Matèries:	tsunamis PTHA variational autoencoder deep learning
Accés en línia:	https://doi.org/10.1029/2025JH000614
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