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Physical interpretation of neural network-based nonlinear eddy viscosity models

Xinlei Zhang, Heng Xiao, Solkeun Jee, Guowei He

2023Aerospace Science and Technology19 citationsDOIOpen Access PDF

Topics & Concepts

Turbulence modelingTurbulenceAirfoilNonlinear systemK-omega turbulence modelK-epsilon turbulence modelFlow separationArtificial neural networkAerodynamicsComputer scienceArtificial intelligenceMechanicsPhysicsQuantum mechanicsModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsFluid Dynamics and Vibration Analysis
Physical interpretation of neural network-based nonlinear eddy viscosity models | Litcius