Explainable AI–enhanced pavement deterioration modeling using hybrid classification–regression deep learning architecture
Abstract Effective Pavement Management System (PMS) planning depends on the ability to anticipate both the severity and physical extent of multiple distress types under real-world data constraints. This work introduces an interpretable dual-stage Deep Learning (DL) framework that sequentially classifies distress severi...
Mohammad Sedighian-Fard, Amir Golroo, Mahdi Javanmardi et al.
· Scientific Reports · 0 citations