Key Laboratory of Building Safety and Energy Efficiency Hunan University Changsha 410082 China;
National Joint Research Center for Building Safety and Environment Hunan University Changsha 410082 China;
College of Civil Engineering Hunan University Changsha 410082 China;
China Construction Fifth Engineering Division Co. Ltd Changsha 410082 China;
EPB shield; shield tunneling; settlement prediction; machine learning;