Xianlei Fu

Data-driven multi-output prediction for TBM performance during tunnel excavation: An attention-based graph convolutional network approach

Yue Pan, Xianlei Fu, Limao Zhang · Automation in Construction · 2022 · 106 citations

Tbm Performance, Graph Neural Network, Engineering +7

Digital twin enabled real-time advanced control of TBM operation using deep learning methods

Limao Zhang, Guo Jing, Xianlei Fu et al. · Automation in Construction · 2023 · 98 citations

Real-time Control, Engineering, Digital Twinning +8

Spatio-temporal feature fusion for real-time prediction of TBM operating parameters: A deep learning approach

Xianlei Fu, Limao Zhang · Automation in Construction · 2021 · 96 citations

Real-time Prediction, Engineering, Machine Learning +11

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

Time series prediction of tunnel boring machine (TBM) performance during excavation using causal explainable artificial intelligence (CX-AI)

Kunyu Wang, Limao Zhang, Xianlei Fu · Automation in Construction · 2023 · 70 citations

Artificial Intelligence, Tunnel Boring Machine, Engineering +9