One neural network approach for the surrogate turbulence model in transonic flows
Linyang Zhu, Xuxiang Sun, Yilang Liu, Weiwei Zhang
Topics & Concepts
TransonicTurbulenceK-epsilon turbulence modelK-omega turbulence modelTurbulence modelingSurrogate modelAirfoilAerodynamicsComputer scienceBenchmark (surveying)Artificial neural networkReynolds stress equation modelReynolds-averaged Navier–Stokes equationsSolverApplied mathematicsPhysicsMechanicsMathematicsMathematical optimizationArtificial intelligenceMachine learningGeologyGeodesyModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsAerodynamics and Acoustics in Jet Flows