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 · 256 citations · Full text

Underground Infrastructure, Engineering, Neural Network +18

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 · 213 citations

Geotechnical Engineering, Artificial Intelligence, Heuristic Search +12

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

Pin Zhang, Renpeng Chen, Huai-Na Wu · Automation in Construction · 2019 · 206 citations

Engineering, Real-time Analysis, Aerospace Engineering +2

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 · 184 citations

Geotechnical Engineering, Underground Infrastructure, Engineering +11

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 · 165 citations · Full text

Search Optimization, Engineering, Data Science +3