Výsledky vyhledávání - "Moulay Othman Aboutafail"

Akademický článek

Application neural network approach for the estimation of heavy metal concentrations in the Inaouen watershed

Autor: Rachid El Chaal, Moulay Othman Aboutafail

Publikováno v: Journal of Environmental Engineering and Landscape Management, Vol 30, Iss 4 (2022)

This paper describes how the multilayer perceptron neural network (MLPNN) trained by the Broyden-Fletcher-Goldfarb-Shanno (BFGS) quasi-newton back-propagation approach was used to estimate heavy metal concentrations: Aluminum (Al), Lead (Pb), Copper

Externí odkaz: https://doaj.org/article/c28d6b78689e4072a2fa6532d4eccaad

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Comparing Artificial Neural Networks with Multiple Linear Regression for Forecasting Heavy Metal Content

Autor: Rachid El Chaal, Moulay Othman Aboutafail

This paper adopts two modeling tools, namely, multiple linear regression (MLR) and artificial neural networks (ANNs), to predict the concentrations of heavy metals (zinc, boron, and manganese) in surface waters of the Oued Inaouen watershed flowing t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f458c394da3a7a92726dd8a92c27d099
https://doi.org/10.31219/osf.io/dk8mq

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