Prediction of Significant Wave Height in Korea Strait Using Machine Learning

Prediction of Significant Wave Height in Korea Strait Using Machine Learning

The prediction of wave conditions is crucial in the field of marine and ocean engineering. Hence, this study aims to predict the significant wave height through machine learning (ML), a soft computing method. The adopted metocean data, collected from 2012 to 2020, were obtained from the Korea Instit...

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Bibliographic Details
Main Authors: Sung Boo Park, Seong Yun Shin, Kwang Hyo Jung, Byung Gook Lee
Format: Article
Language:English
Published: The Korean Society of Ocean Engineers 2021-10-01
Series:한국해양공학회지
Subjects:
machine learning
significant wave height
korea strait
feedforward neural network
long short-term memory
pearson correlation coefficient
Online Access:https://www.joet.org/journal/view.php?doi=10.26748/KSOE.2021.021

Internet

https://www.joet.org/journal/view.php?doi=10.26748/KSOE.2021.021

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