Predicting tsunami-like solitary wave run-up over fringing reefs using the multi-layer perceptron neural network

Modeling of tsunami wave interaction with coral reefs to date focuses mainly on the process-based numerical models. In this study, an alternative machine learning technique based on the multi-layer perceptron neural network (MLP-NN) is introduced to predict the tsunami-like solitary wave run-up over...

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Bibliographic Details
Main Authors: Yao, Yu, Yang, Xiaoxiao, Lai, Sai Hin, Chin, Ren Jie
Format: Article
Published: Springer 2021
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Online Access:http://eprints.um.edu.my/26590/
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