Exploiting generative models for performance predictions of 3D car designs

Mathematics

• Performance Prediction 100%
• Generative Models 94%
• Learning 50%
• Design 41%
• Surrogate Model 33%
• Data-driven 25%
• Virtual Prototyping 24%
• Training 23%
• Performance 19%
• Performance Assessment 17%
• 3D shape 17%
• Design Process 16%
• Point Cloud 15%
• Engineering Design 15%
• Variational Model 15%
• Surrogate 13%
• Machine Learning 12%
• Predict 10%
• Engineering 9%
• Prediction 8%
• Evaluate 8%
• Modeling 7%
• Simulation 7%
• Demonstrate 6%

Business & Economics

• Deep Learning 55%
• Car 54%
• Prediction 54%
• Performance 25%
• Virtual Prototyping 23%
• Engineers 22%
• Performance Assessment 21%
• Design Optimization 19%
• Engineering Design 18%
• Machine Learning 17%
• Learning Methods 16%
• Prediction Accuracy 16%
• Design Process 13%
• Simulation 8%
• Modeling 7%

Engineering & Materials Science

• Deep learning 25%
• Engineers 13%
• Virtual prototyping 12%
• Machine learning 6%