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Explainability analysis of neural network-based turbulence modeling for transonic axial compressor rotor flows

Chutian Wu, Shizhao Wang, Xinlei Zhang, Guowei He

2023Aerospace Science and Technology27 citationsDOIOpen Access PDF

Topics & Concepts

Reynolds-averaged Navier–Stokes equationsTurbulenceArtificial neural networkTurbulence modelingReynolds stressRotor (electric)Computer scienceArtificial intelligenceMechanicsEngineeringPhysicsMechanical engineeringModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsTurbomachinery Performance and Optimization
Explainability analysis of neural network-based turbulence modeling for transonic axial compressor rotor flows | Litcius