Generative adversarial networks with synthetic training data for enforcing manufacturing constraints on topology optimization

Keyphrases

• Topology Optimization 100%
• Generative Adversarial Networks 100%
• Synthetic Training Data 100%
• Manufacturing Constraints 100%
• Manufacturable 66%
• Manufacturing Methods 50%
• Training Data 33%
• Vector Space 33%
• Latent Vector 33%
• Manufacturing Process 16%
• Computer numerically-controled 16%
• Mechanical Design 16%
• Network Form 16%
• 3-axis 16%
• Milling Machine 16%
• Traditional Topologies 16%
• Topology Optimization Algorithm 16%
• Minimal Mass 16%
• 3D Voxels 16%
• Manufacturability Constraints 16%

Engineering

• Manufacturing Constraint 100%
• Space Vector 66%
• Computer Numerically Controlled 33%
• Manufacturability 33%
• Mechanical Design 33%
• Powerful Tool 33%
• Milling Machine 33%
• Manufacturing Process 33%