Maolin Shi

Recurrent neural networks for real-time prediction of TBM operating parameters

Xianjie Gao, Maolin Shi, Xueguan Song et al. · Automation in Construction · 2018 · 290 citations

Real-time Prediction, Engineering, Machine Learning +8

Dynamic load prediction of tunnel boring machine (TBM) based on heterogeneous in-situ data

Maolin Shi, Chao Zhang, Junhong Zhao et al. · Automation in Construction · 2018 · 178 citations

Geotechnical Engineering, Tunnel Boring Machine, Engineering +7

Ensemble regression based on polynomial regression-based decision tree and its application in the in-situ data of tunnel boring machine

Maolin Shi, Weifei Hu, Muxi Li et al. · Mechanical Systems and Signal Processing · 2022 · 127 citations

Tunnel Boring Machine, Engineering, Machine Learning +9

A Data-Driven Framework for Tunnel Geological-Type Prediction Based on TBM Operating Data

Junhong Zhao, Maolin Shi, Gang Hu et al. · IEEE Access · 2019 · 85 citations · Full text

Underground Infrastructure, Engineering, Machine Learning +24

A multi-fidelity surrogate model based on support vector regression

Maolin Shi, Liye Lv, Xueguan Song · Structural and Multidisciplinary Optimization · 2020 · 84 citations

Support Vector Machine, Multi-fidelity Surrogate Model, Statistical Learning Theory +3