Pin Zhang

Prediction of maximum surface settlement caused by earth pressure balance (EPB) shield tunneling with ANN methods

Renpeng Chen, Pin Zhang, Xin Kang et al. · SOILS AND FOUNDATIONS · 2019 · 271 citations · Full text

Engineering, Civil Engineering, Computer Science +14

Hybrid meta-heuristic and machine learning algorithms for tunneling-induced settlement prediction: A comparative study

Pin Zhang, Huai-Na Wu, Renpeng Chen et al. · Tunnelling and Underground Space Technology · 2020 · 228 citations

Engineering, Civil Engineering, Computational Engineering +16

Real-time analysis and regulation of EPB shield steering using Random Forest

Pin Zhang, Renpeng Chen, Huai-Na Wu · Automation in Construction · 2019 · 212 citations

Engineering, Systems Engineering, Chassis Engineering +4

Prediction of shield tunneling-induced ground settlement using machine learning techniques

Renpeng Chen, Pin Zhang, Huai-Na Wu et al. · Frontiers of Structural and Civil Engineering · 2019 · 197 citations

Engineering, Civil Engineering, Computer Science +12

A novel hybrid surrogate intelligent model for creep index prediction based on particle swarm optimization and random forest

Pin Zhang, Zhen‐Yu Yin, Yin-Fu Jin et al. · Engineering Geology · 2019 · 170 citations · Full text

Computing, Data Science, Forecasting +16