Combining direct and indirect sparse data for learning generalizable turbulence models
Xinlei Zhang, Heng Xiao, Xiaodong Luo, Guowei He
Topics & Concepts
TurbulenceComputer scienceGeneralizability theoryReynolds stressRange (aeronautics)Machine learningTurbulence modelingReynolds stress equation modelArtificial neural networkArtificial intelligenceK-epsilon turbulence modelAlgorithmK-omega turbulence modelMathematicsPhysicsMechanicsStatisticsComposite materialMaterials scienceModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsFluid Dynamics and Vibration Analysis