A CFD Data-based Cavity Flow Surrogate Model with Machine Learning Algorithm

Keyphrases

• Machine Learning Algorithms 100%
• Data-centric 100%
• Surrogate Model 100%
• Cavity Flow 100%
• Pressure Fluctuation 40%
• CFD Results 40%
• Prediction Accuracy 20%
• Aeroacoustics 20%
• Engineering Application 20%
• Fluid Mechanics 20%
• Military 20%
• Concept Design 20%
• Artificial Neural Network Algorithm 20%
• Flight Vehicle 20%
• Hardware Capabilities 20%
• Stealth Technology 20%
• Machine Learning Technology 20%
• Computational Fluid Mechanics 20%
• Experimental Fluid Mechanics 20%
• Wind Tunnel Data 20%
• LSTM Algorithm 20%
• RNN Algorithm 20%
• Highly Efficient 20%

Physics

• Cavity Flow 100%
• Machine Learning 100%
• Charge Flow Device 100%
• Computational Fluid Dynamics 100%
• Fluid Mechanics 40%
• Long Short-Term Memory Network 40%
• Wind Tunnels 20%
• Artificial Neural Network 20%
• Aeroacoustics 20%

Material Science

• Computational Fluid Dynamics 100%
• Fluid Mechanics 50%