Jiaqi Chang

Machine learning-based automatic control of tunneling posture of shield machine

Hongwei Huang, Jiaqi Chang, Dongming Zhang et al. · Journal of Rock Mechanics and Geotechnical Engineering · 2022 · 106 citations · Full text

Data-Based postural prediction of shield tunneling via machine learning with physical information

Jiaqi Chang, Hongwei Huang, Markus Thewes et al. · Computers and Geotechnics · 2024 · 33 citations

Physical Information, Engineering, Machine Learning +10

A hybrid sensing of rotation-induced stress of segmental lining during shield tunneling via WSN and surrogate numerical modeling

Jiaqi Chang, Dongming Zhang, Hongwei Huang et al. · Tunnelling and Underground Space Technology · 2023 · 22 citations

Engineering, Tunneling Microscopy, Mechanics +7

Transverse deformational behaviors of segmental lining during shield tunneling: A case study

Jiaqi Chang, Hongwei Huang, Dongming Zhang et al. · Structural Control and Health Monitoring · 2022 · 16 citations

Real-time Monitoring, Engineering, Mechanics +12

Deformational behaviors of existing three-line tunnels induced by under-crossing of three-line mechanized tunnels: a case study

Jiaqi Chang, Markus Thewes, Dongming Zhang et al. · Canadian Geotechnical Journal · 2024 · 15 citations