Logic-Informed Graph Neural Networks for Structural Form-Finding

Keyphrases

• Graph Neural Network 100%
• Structural Form-finding 100%
• Combinatorial Equilibrium Modeling 75%
• Topology Diagram 75%
• Structural Design 50%
• Design Workflow 50%
• Form-finding Method 50%
• Learning Process 25%
• Synthetic Training Data 25%
• Bridge Structure 25%
• Parametric Model 25%
• Graph Theory 25%
• Equilibrium Structure 25%
• Form-finding 25%
• Computational Design 25%
• Computational Form-finding 25%
• Graphic Statics 25%
• Pedestrian Bridge 25%
• Validity Conditions 25%
• Semantic Loss 25%
• Static Theory 25%

Engineering

• Form Finding 100%
• Structural Design 50%
• Bridge Structure 25%
• Footbridges 25%