A study of deep learning algorithm usage in predicting building loss ratio due to typhoons: the case of southern part of the Korean Peninsula

The goal of this study is to suggest an approach to predict building loss due to typhoons using a deep learning algorithm. Due to the influence of climate change, the frequency and severity of typhoons gradually increase and cause exponential destruction of building. Therefore, related industries an...

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Bibliographic Details
Main Authors: Ji-Myong Kim, Junseo Bae, Manik Das Adhikari, Sang-Guk Yum
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-08-01
Series:Frontiers in Earth Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2023.1136346/full