Application of classical and novel integrated machine learning models to predict sediment discharge during free-flow flushing

Abstract In this study, the capabilities of classical and novel integrated machine learning models were investigated to predict sediment discharge (Qs) in free-flow flushing. Developed models include Multivariate Linear Regression (MLR), Artificial Neural Network (ANN), Adaptive Neuro-Fuzzy Inferenc...

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Bibliographic Details
Main Authors: Fahime Javadi, Kourosh Qaderi, Mohammad Mehdi Ahmadi, Majid Rahimpour, Mohamad Reza Madadi, Amin Mahdavi-Meymand
Format: Article
Language:English
Published: Nature Portfolio 2022-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-23781-x