Experimental investigation and machine learning modeling of the effects of hybridization mixing ratio, nanoparticle type, and temperature on the thermophysical properties of Fe3O4/TiO2, Fe3O4/MgO, and Fe3O4/ZnO-DI water hybrid ferrofluids

dc.contributor.authorAdogbeji, Victor Omoefe
dc.contributor.authorAtofarati, Emmanuel O.
dc.contributor.authorSharifpur, Mohsen
dc.contributor.authorMeyer, Joshua P.
dc.contributor.emailmohsen.sharifpur@up.ac.za
dc.date.accessioned2025-08-07T07:19:22Z
dc.date.available2025-08-07T07:19:22Z
dc.date.issued2025-07
dc.description.abstractPlease read abstract in the article.
dc.description.departmentMechanical and Aeronautical Engineering
dc.description.librarianhj2025
dc.description.sdgSDG-09: Industry, innovation and infrastructure
dc.description.sponsorshipOpen access funding provided by University of Pretoria.
dc.description.urihttps://link.springer.com/journal/10973
dc.identifier.citationAdogbeji, V.O., Atofarati, E.O., Sharifpur, M. et al. Experimental investigation and machine learning modeling of the effects of hybridization mixing ratio, nanoparticle type, and temperature on the thermophysical properties of Fe3O4/TiO2, Fe3O4/MgO, and Fe3O4/ZnO-DI water hybrid ferrofluids. Journal of Thermal Analysis and Calorimetry 150, 10549–10573 (2025). https://doi.org/10.1007/s10973-025-14399-y.
dc.identifier.issn1388-6150 (print)
dc.identifier.issn1588-2926 (online)
dc.identifier.other10.1007/s10973-025-14399-y
dc.identifier.urihttp://hdl.handle.net/2263/103814
dc.language.isoen
dc.publisherSpringer
dc.rights© The Author(s) 2025. Open Access. This article is licensed under a Creative Commons Attribution 4.0 International License.
dc.subjectMagnetic hybrid ferrofluids (MHFs)
dc.subjectThermoelectric conductivity (TEC)
dc.subjectStability
dc.subjectHybridization mixing ratios
dc.subjectViscosity
dc.subjectHeat transfer efficiency
dc.titleExperimental investigation and machine learning modeling of the effects of hybridization mixing ratio, nanoparticle type, and temperature on the thermophysical properties of Fe3O4/TiO2, Fe3O4/MgO, and Fe3O4/ZnO-DI water hybrid ferrofluids
dc.typeArticle

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