Shanglin Liu

Physics-based machine learning method and the application to energy consumption prediction in tunneling construction

Siyang Zhou, Shanglin Liu, Yilan Kang et al. · Advanced Engineering Informatics · 2022 · 39 citations

Engineering, Computational Engineering, Mechanical Engineering +11

Prediction of Geological Parameters during Tunneling by Time Series Analysis on In Situ Data

Shanglin Liu, Kaihong Yang, Jie Cai et al. · Computational Intelligence and Neuroscience · 2021 · 15 citations · Full text

Engineering, Civil Engineering, Geological Engineering +17

Multi-coupling fault detection and diagnosis of photovoltaic arrays with improved slime mould algorithm and PolyCatBoost

Hua Fu, Hao Liu, Sen Xie et al. · Process Safety and Environmental Protection · 2024 · 14 citations

Engineering, Computer Engineering, Electrical Engineering +11

A multi-stage learning method for excavation torque prediction of TBM based on CEEMD-EWT-BiLSTM hybrid network model

Kangping Gao, Shanglin Liu, Cuixia Su et al. · Measurement · 2025 · 10 citations

Engineering, Civil Engineering, Mining Engineering +12