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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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Détails bibliographiques
Publié dans:Sci Rep
Auteurs principaux: Amani, Mohammad, Amani, Pouria, Kasaeian, Alibakhsh, Mahian, Omid, Pop, Ioan, Wongwises, Somchai
Format: Artigo
Langue:Inglês
Publié: Nature Publishing Group UK 2017
Sujets:
Accès en ligne: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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