Browsing by Author "Fetanat, Masoud"

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Machine Learning for Advanced Design of Nanocomposite Ultrafiltration Membranes

Fetanat, Masoud; Keshtiara, Mohammadali; Low, Ze-Xian; Keyikoğlu, Ramazan; Khataee, Alireza (American Chemical Society, 2021)

Although the incorporation of nanoparticles into ultrafiltration polymeric membranes has shown promising outcomes, their commercial implementation has yet to be fulfilled due to inconsistency in data, lack of a reliable ...
Machine learning for design of thin-film nanocomposite membranes

Fetanat, Masoud; Keshtiara, Mohammadali; Keyikoğlu, Ramazan; Khataee, Alireza; Daiyan, Rahman; Razmjou, Amir (Elsevier B.V., 2021)

In this study, a novel machine learning approach is proposed for estimation of the permeate flux and foulant rejection in nanocomposite filtration membranes. Nine independent variables are fed to artificial neural networks ...