Maozhi Wu

A hybrid deep learning approach for dynamic attitude and position prediction in tunnel construction considering spatio-temporal patterns

Xianlei Fu, Maozhi Wu, Sasthikapreeya Ponnarasu et al. · Expert Systems with Applications · 2022 · 81 citations

Artificial Intelligence, Engineering, Machine Learning +6

Data-driven real-time advanced geological prediction in tunnel construction using a hybrid deep learning approach

Xianlei Fu, Maozhi Wu, Robert L. K. Tiong et al. · Automation in Construction · 2022 · 62 citations

Geotechnical Engineering, Underground Infrastructure, Engineering +10

Physics-informed deep reinforcement learning for enhancement on tunnel boring machine's advance speed and stability

Penghui Lin, Maozhi Wu, Zhonghua Xiao et al. · Automation in Construction · 2023 · 39 citations

Tunnel Boring Machine, Engineering, Deep Reinforcement Learning +7

Time series clustering-enabled geological condition perception in tunnel boring machine excavation

Yue Pan, Maozhi Wu, Limao Zhang et al. · Automation in Construction · 2023 · 35 citations

Geotechnical Engineering, Underground Infrastructure, Engineering +6

Data-driven joint multi-objective prediction and optimization for advanced control during tunnel construction

Xianlei Fu, Maozhi Wu, Robert Lee Kong Tiong et al. · Expert Systems with Applications · 2023 · 32 citations

Data-driven Optimization, Engineering, Civil Engineering +9