Data-driven estimation of TBM performance in soft soils using density-based spatial clustering and random forest. - Xianlei Fu; Liuyang Feng; Limao Zhang (Appl. Soft Comput., 2022)

A hybrid deep learning approach for dynamic attitude and position prediction in tunnel construction considering spatio-temporal patterns. - Xianlei Fu; Maozhi Wu; Sasthikapreeya Ponnarasu; Limao Zhang (Expert Syst. Appl., 2023)

A causal-temporal graphic convolutional network (CT-GCN) approach for TBM load prediction in tunnel excavation. - Xianlei Fu; Yue Pan; Limao Zhang (Expert Syst. Appl., 2024)

Data-driven joint multi-objective prediction and optimization for advanced control during tunnel construction. - Xianlei Fu; Maozhi Wu; Robert Lee Kong Tiong; Limao Zhang (Expert Syst. Appl., 2024)

Data-driven optimization for enhanced excavation efficiency in tunnel construction: A case study. - Jinting Huang; Ankang Ji; Limao Zhang; Xianlei Fu; Xieqing Song (Eng. Appl. Artif. Intell., 2025)

EMNet: An ensemble deep learning approach for geological condition detection in tunnel excavation. - Xianlei Fu; Robert Lee Kong Tiong; Limao Zhang (Expert Syst. Appl., 2025)