Analysis and prediction of thermo-physical properties in water-based MWCNT-ZnO hybrid nanofluids using ANN and ANFIS models

In this study, the thermal conductivity and viscosity of multiwalled-carbon nanotubes/zinc oxide water hybrid nanofluid across volume concentrations varying from 0.2 % to 0.8 % and temperatures from 25 °C to 65 °C were experimentally studied. Three mathematical models such as multivariable regressio...

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Bibliographic Details
Main Authors: Surendra D. Barewar, Pritam S. Kalos, Balaji Bakthavatchalam, Mahesh Joshi, Sarika Patil, Mahesh Sonekar
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:International Journal of Thermofluids
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Online Access:http://www.sciencedirect.com/science/article/pii/S2666202725001065
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