Prediction of Mean Wave Overtopping Discharge Using Gradient Boosting Decision Trees

Prediction of Mean Wave Overtopping Discharge Using Gradient Boosting Decision Trees

Wave overtopping is an important design criterion for coastal structures such as dikes, breakwaters and promenades. Hence, the prediction of the expected wave overtopping discharge is an important research topic. Existing prediction tools consist of empirical overtopping formulae, machine learning t...

Full description

Bibliographic Details
Main Authors: Joost P. den Bieman, Josefine M. Wilms, Henk F. P. van den Boogaard, Marcel R. A. van Gent
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Water
Subjects:
machine learning
artificial intelligence
wave overtopping
physical model tests
gradient boosting
neural network
Online Access:https://www.mdpi.com/2073-4441/12/6/1703

Internet

https://www.mdpi.com/2073-4441/12/6/1703

Similar Items