Physics-informed machine learning based RANS turbulence modeling convection heat transfer of supercritical pressure fluid
Author:
Funder
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
Fluid Flow and Transfer Processes,Mechanical Engineering,Condensed Matter Physics
Reference67 articles.
1. Experimental and numerical investigation of convection heat transfer of CO2 at supercritical pressures in a vertical mini-tube;Jiang;Int. J. Heat Mass Transf.,2008
2. Convection heat transfer of supercritical pressure carbon dioxide in a vertical micro tube from transition to turbulent flow regime;Jiang;Int. J. Heat Mass Transf.,2013
3. Launder, B.E. and Sharma, B.I. 1974. Application of the energy-dissipation model of flow near a spinning disc.
4. A new turbulence model for predicting fluid flow and heat transfer in separating and reattaching flows—II. Thermal field calculations;Abe;Int. J. Heat Mass Transf.,1995
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