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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Main Authors: | , , , |
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Format: | Article |
Published: |
Springer
2021
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Subjects: | |
Online Access: | http://eprints.um.edu.my/26590/ |
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Institution: | Universiti Malaya |