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

Mathematics

• Comparative Study 100%
• Learning 81%
• History 79%
• Feedforward Neural Networks 73%
• Prediction 71%
• Neural Networks 67%
• Interaction 51%
• Predictive Model 48%
• Memory Term 46%
• Training 37%
• System Architecture 30%
• Model 29%
• Network Architecture 27%
• Irregularity 21%
• Learning Algorithm 21%
• Maintenance 20%
• Architecture 19%
• Excitation 18%
• Paradigm 17%
• Vibration 17%
• Governing equation 16%
• Estimate 16%
• Metric 11%
• Design 11%

Engineering & Materials Science

• Deep learning 79%
• Feedforward neural networks 49%
• Convolutional neural networks 40%
• Long short-term memory 34%
• Deep neural networks 28%
• Network architecture 13%
• Learning algorithms 12%
• Neural networks 9%