Progressive, extrapolative machine learning for near-wall turbulence modeling

Keyphrases

• Machine Learning 100%
• Model Complexity 100%
• Near-wall Modeling 100%
• Simple Flow 50%
• Neutral-type Neural Networks 50%
• Network Theorem 50%
• Extrapolation Theorem 50%
• Turbulence Modeling 50%
• Boundary Layer 25%
• Complex Flow 25%
• High Reynolds number 25%
• Training Data 25%
• Empiricism 25%
• Progressive Model 25%
• Constant Stress 25%
• One-stop 25%
• Machine Learning Models 25%
• Network Behavior 25%
• Catastrophic Forgetting 25%
• Stress Layer 25%
• System Rotation 25%
• Wall-bounded Flows 25%
• Law of the Wall 25%
• Modeling Approaches 25%
• Nested Models 25%

Computer Science

• Neural Network 100%
• Learning System 100%
• Machine Learning 100%
• Training Data 50%
• Reynolds Number 50%