Deep Learning Models for Time-History Prediction of Vehicle-Induced Bridge Responses: A Comparative Study

Keyphrases

• Convolutional Neural Network 100%
• Bridge Response 100%
• Deep Learning Model 100%
• Time History Response 100%
• Predictive Models 66%
• Vehicle-bridge Interaction System 66%
• Deep Feedforward Neural Network 66%
• Vehicle-bridge Interaction 66%
• Long Short-term Memory Network 66%
• Prediction Accuracy 33%
• Neural Network 33%
• Fully Connected 33%
• Network Architecture 33%
• Vehicle Model 33%
• Governing Equation 33%
• System Architecture 33%
• Training Data 33%
• Moving Vehicle 33%
• Surface Condition 33%
• Bridge Design 33%
• Interaction Network 33%
• Interaction Analysis 33%
• Feedforward Neural Network 33%
• Training Time 33%
• Deep Learning Architectures 33%
• Operation Maintenance 33%
• Deep Learning Algorithm 33%
• Bridge Surface 33%
• Bridge Vibration 33%
• Vehicular Load 33%

Engineering

• Time History 100%
• Deep Learning Method 100%
• Feedforward 60%
• Convolutional Neural Network 60%
• Lstm 40%
• Metrics 20%
• Parametric Study 20%
• Input Feature 20%
• Surface Condition 20%
• Bridge Design 20%
• Maintenance Operation 20%
• Bridge Surface 20%