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Modeling and optimization of thermal conductivity and viscosity of MnFe(2)O(4) nanofluid under magnetic field using an ANN

This research investigates the applicability of an ANN and genetic algorithms for modeling and multiobjective optimization of the thermal conductivity and viscosity of water-based spinel-type MnFe(2)O(4) nanofluid. Levenberg-Marquardt, quasi-Newton, and resilient backpropagation methods are employed...

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Podrobná bibliografie
Vydáno v:Sci Rep
Hlavní autoři: Amani, Mohammad, Amani, Pouria, Kasaeian, Alibakhsh, Mahian, Omid, Pop, Ioan, Wongwises, Somchai
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group UK 2017
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5727064/
https://ncbi.nlm.nih.gov/pubmed/29234090
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-17444-5
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