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Interpretable Stacked Gradient-Boosting Models for Predicting the Discharge Coefficient of Elliptical Side Orifices Cover

Interpretable Stacked Gradient-Boosting Models for Predicting the Discharge Coefficient of Elliptical Side Orifices

Journal of Hydrology and Hydromechanics
Volume 73 (2025): Issue 4 (December 2025)
By: Nanes Hassanin Elmasry and  Mohamed Kamel Elshaarawy  
Open Access
|Dec 2025

Authors

Nanes Hassanin Elmasry

nhassanin@horus.edu.eg

Civil Engineering Department, Faculty of Engineering, Horus University-Egypt, New Damietta, Egypt

Mohamed Kamel Elshaarawy

melshaarawy@horus.edu.eg

Civil Engineering Department, Faculty of Engineering, Horus University-Egypt, New Damietta, Egypt
DOI: https://doi.org/10.2478/johh-2025-0029 | Journal eISSN: 1338-4333 | Journal ISSN: 0042-790X
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Language: English
Page range: 378 - 395
Submitted on: Sep 10, 2025
Accepted on: Nov 25, 2025
Published on: Dec 18, 2025
Published by: Slovak Academy of Sciences, Institute of Hydrology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Bayesian optimization,
Discharge,
Elliptical orifice,
Gradient Boosting,
Machine learning,
Prediction
Related subjects:
Engineering,
Introductions and overviews,
Engineering, other

© 2025 Nanes Hassanin Elmasry, Mohamed Kamel Elshaarawy, published by Slovak Academy of Sciences, Institute of Hydrology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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