Prediction of seepage flow through earthfill dams using machine learning models

Prediction of seepage flow through earthfill dams using machine learning models

In this study, three machine learning models, namely, the Multilayer Perceptron Neural Networks (MLPNN), the Generalized Regression Neural Networks (GRNN) and the Radial Basis Function Neural Networks (RBFNN) were used for predicting seepage flow through an earthfill dam. Moreover, obtained results...

Full description

Bibliographic Details
Main Authors: Issam Rehamnia, Ahmed Mohammed Sami Al-Janabi, Saad Sh. Sammen, Binh Thai Pham, Indra Prakash
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2024-01-01
Series:HydroResearch
Subjects:
Prediction
Seepage flow
Earthfill dams
Machine learning
Fontaine gazelles dam
Online Access:http://www.sciencedirect.com/science/article/pii/S2589757824000052

Internet

http://www.sciencedirect.com/science/article/pii/S2589757824000052

Similar Items