Design repository effectiveness for 3D convolutional neural networks: Application to additive manufacturing

Keyphrases

• Additive Manufacturing 100%
• Design Repository 100%
• 3D Convolutional Neural Network (3D CNN) 100%
• Machine Learning 33%
• Orientation Dependence 33%
• Convolutional Neural Network 33%
• Support Material 16%
• Linear Regression Model 16%
• Neural Network 16%
• Recent Growth 16%
• Manufacturability 16%
• Additive Manufacturing Process 16%
• Voxel-based 16%
• Neural Network Training 16%
• Deep Learning Algorithm 16%
• Engineering Tasks 16%
• Multiple Linear Regression Model 16%
• Component Geometry 16%
• Build Time 16%
• Material Extrusion 16%
• Manufacturing Metrics 16%
• Network Accuracy 16%

Computer Science

• Additive Manufacturing 100%
• Design Repository 100%
• Neural Network Application 100%
• 3D Convolutional Neural Networks 100%
• Trained Neural Network 33%
• Learning System 33%
• Machine Learning 33%
• Convolutional Neural Network 33%
• Case Study 16%
• Generalizability 16%
• Sufficient Data 16%
• Deep Learning Method 16%