Application of gradient tree boosting regressor for the prediction of scour depth around bridge piers

Application of gradient tree boosting regressor for the prediction of scour depth around bridge piers

Scour around bridge piers is a complex phenomenon and it is essential to assess or predict the scour hazard around bridge piers in tandem with completely understanding its mechanism. To date, there is no exact method for the estimation of scour depth. Nowadays, machine learning techniques are being...

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Bibliographic Details
Main Authors: B. M. Sreedhara, Amit Prakash Patil, Jagalingam Pushparaj, Geetha Kuntoji, Sujay Raghavendra Naganna
Format: Article
Language:English
Published: IWA Publishing 2021-07-01
Series:Journal of Hydroinformatics
Subjects:
clear-water scour
gmdh
gradient tree boosting
live-bed scour
scour prediction
Online Access:http://jh.iwaponline.com/content/23/4/849

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