A well-trained artificial neural network for predicting the rheological behavior of MWCNT–Al2O3 (30–70%)/oil SAE40 hybrid nanofluid

Abstract In this study, the influence of different volume fractions ( $$\phi$$ ϕ ) of nanoparticles and temperatures on the dynamic viscosity ( $$\mu_{nf}$$ μ nf ) of MWCNT–Al2O3 (30–70%)/oil SAE40 hybrid nanofluid was examined by ANN. For this reason, the $$\mu_{nf}$$ μ nf was derived for 203 vario...

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Bibliographic Details
Main Authors: Mohammad Hemmat Esfe, S. Ali Eftekhari, Maboud Hekmatifar, Davood Toghraie
Format: Article
Language:English
Published: Nature Publishing Group 2021-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-96808-4