Parameter Identification of RANS Turbulence Model Using Physics-Embedded Neural Network
Shirui Luo, Madhu Vellakal, Seid Korić, Volodymyr Kindratenko, Jiahuan Cui
Topics & Concepts
Reynolds-averaged Navier–Stokes equationsTurbulenceTurbulence kinetic energyDirect numerical simulationArtificial neural networkPhysicsDissipationK-omega turbulence modelStatistical physicsApplied mathematicsComputer scienceAlgorithmK-epsilon turbulence modelReynolds numberMechanicsMathematicsArtificial intelligenceThermodynamicsModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsFluid Dynamics and Turbulent Flows