An investigation of surrogate models for efficient performance-based decoding of 3d point clouds

Engineering

• Surrogate Model 100%
• Point Cloud 100%
• Radial Basis Function 75%
• Image Classification 25%
• One Dimensional 25%
• Fits and Tolerances 25%
• Performance Prediction 25%
• Geometric Feature 25%
• Physical Phenomena 25%
• Function Evaluation 25%
• Black Box 25%
• Network Model 25%
• Negative Impact 25%
• Lift Coefficient 25%
• Simulation Software 25%
• Data Format 25%
• Aircraft Model 25%
• Candidate Design 25%
• Drag Coefficient 25%
• Mean Absolute Error 25%
• Common Perception 25%
• Classification Neural Network 25%
• Autoencoder 25%
• Average Absolute Error 25%

Computer Science

• Neural Network 100%
• Point Cloud 100%
• Radial Basis Function 50%
• Neural Network Model 16%
• Research Question 16%
• Data Type 16%
• Function Evaluation 16%
• Negative Impact 16%
• Physical Phenomena 16%
• Image Classification 16%
• Residual Neural Network 16%
• Mean Absolute Error 16%
• Autoencoder 16%

Keyphrases

• Surrogate Modeling Technique 40%
• Multiple Neural Networks 20%
• Neural Network Decoder 20%
• Black-box Function 20%
• Auto-encoding Neural Network 20%
• 2D Image Classification 20%
• Classification Neural Networks 20%
• Computationally Expensive Function 20%
• Expensive Function Evaluations 20%
• Non-neural Networks 20%
• Neural Network Surrogate Model 20%