Bubbly flow prediction with randomized neural cells artificial learning and fuzzy systems based on k–ε turbulence and Eulerian model data set

Abstract Computing gas and liquid interactions based on interfacial force models require a proper turbulence model that accurately resolve the turbulent scales such as turbulence kinetic energy and turbulence dissipation rate with cheap computational resources. The k −  ε turbulence model can be a g...

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Bibliographic Details
Main Authors: Meisam Babanezhad, Mahboubeh Pishnamazi, Azam Marjani, Saeed Shirazian
Format: Article
Language:English
Published: Nature Publishing Group 2020-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-020-70672-0