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Towards robust and accurate Reynolds-averaged closures for natural convection via multi-objective CFD-driven machine learning

Xiaowei Xu, Fabian Waschkowski, Andrew Ooi, Richard D. Sandberg

2022International Journal of Heat and Mass Transfer34 citationsDOI

Topics & Concepts

Natural convectionTurbulenceComputational fluid dynamicsReynolds-averaged Navier–Stokes equationsBuoyancyNusselt numberRayleigh numberMechanicsScalar (mathematics)Reynolds stressReynolds numberComputer scienceConvectionStatistical physicsPhysicsMathematicsGeometryModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsFluid Dynamics and Vibration Analysis
Towards robust and accurate Reynolds-averaged closures for natural convection via multi-objective CFD-driven machine learning | Litcius