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RISPavement Performance Prediction for Continuous Road Sections Considering Spatial Correlation: A Deep Learning–Based Framework
Publisher: American Society of Civil Engineers
Abstract: AbstractThe accuracy of pavement performance prediction models directly affects the development
of pavement maintenance and rehabilitation (M&R) decision plans. However, existing
pavement performance prediction models ...
Anomaly Detection and Correction Framework for Pavement Maintenance and Rehabilitation Data Based on LSTM
Publisher: American Society of Civil Engineers
Abstract: AbstractPavement maintenance and rehabilitation (M&R) data anomalies critically undermine
pavement management system (PMS) reliability, yet conventional artificial neural network
(ANN)-based correction methods fail to ...