De-Qiang Feng

Transformer-Based Temporal Modeling for Network-Level Pavement Condition Index Prediction: A Data-Driven Component for Pavement Asset Management

Accurate prediction of PCI is important for highway asset management and maintenance planning. Improved forecasts may support sustainable asset management, but this study does not quantify environmental or economic benefits. However, PCI time series exhibit complex temporal patterns—including nonlinear degradation traj...