Hierarchical Bayesian Fusion of Inspection and Monitoring Data for Probabilistic Bridge Deterioration Assessment

This repository contains the field monitoring data, periodic inspection records, trained hierarchical Bayesian models, and the corresponding Python scripts used for model training and validation. All files support reproducibility of the bridge deterioration fusion framework presented in the study.本仓库收录了现场监测数据、定期巡检记录、已训练的分层贝叶斯模型（hierarchical Bayesian models），以及用于模型训练与验证的配套Python脚本。所有文件均可保障本研究提出的桥梁劣化融合框架（bridge deterioration fusion framework）的可复现性。