Adaptive Turbulence Model for Leading Edge Vortex Flows Preconditioned by a Hybrid Neural Network

Keyphrases

• Turbulence Model 100%
• Vortex Flow 100%
• Leading Edge Vortex 100%
• Hybrid Neural Network 100%
• Neural Network 40%
• Aerospace Industry 20%
• Optimization Procedure 20%
• Numerical Data 20%
• Accuracy Improvement 20%
• Flow Regions 20%
• Modeling Approach 20%
• Computational Fluid Dynamics Simulation 20%
• Design Teams 20%
• Calibration Approach 20%
• Source Term 20%
• NavierStokes 20%
• Aircraft Design 20%
• High-fidelity Simulation 20%
• Eddy Viscosity 20%
• Reynolds-averaged 20%
• Low Aspect Ratio Wing 20%
• Vortex Dominated Flow 20%

Engineering

• Leading Edge Vortex 100%
• Vortex Flow 100%
• Optimisation Procedure 50%
• Rotational 50%
• Flow Region 50%
• Computational Fluid Dynamics 50%
• Source Term 50%
• Vortex 50%
• Low Aspect Ratio Wings 50%
• Numerical Data 50%
• Eddy Viscosity 50%