Optimizing Seismic Retrofit of Bridges: Integrating Efficient Graph Neural Network Surrogates and Transportation Equity

Keyphrases

• Seismic Retrofit 100%
• Graph Neural Network 100%
• Transportation Equity 100%
• Optimization Framework 66%
• Retrofit Strategies 66%
• Equity Indices 66%
• Bridge Retrofit 66%
• Bridge Maintenance 66%
• Earthquake 33%
• Computationally Intensive 33%
• Genetic Algorithm 33%
• Network Connectivity 33%
• Large-scale Networks 33%
• Bay Area 33%
• Bridge Network 33%
• Seismic Events 33%
• Multi-objective Optimization 33%
• Post-disaster 33%
• Road Network 33%
• Management Solutions 33%
• Natural Hazards 33%
• Network Response 33%
• Asset Management 33%
• All Income Levels 33%
• Connectivity Measure 33%
• Transportation Performance 33%
• Income Disparity 33%
• Seismic Risk Analysis 33%
• Rapid Estimation 33%
• Neural Network Surrogate Model 33%
• Maintenance Optimization 33%
• Bridge Maintenance Management 33%

Engineering

• Retrofit 100%
• Seismic Retrofit 100%
• Bridge Maintenance 100%
• Genetic Algorithm 33%
• Conventional Method 33%
• Network Connectivity 33%
• Multiobjective Optimization 33%
• Surrogate Model 33%
• Network Response 33%
• Road Network 33%
• Asset Management 33%
• Seismic Risk 33%