Yaxu Wang

Improved support vector regression models for predicting rock mass parameters using tunnel boring machine driving data

Bin Liu, Ruirui Wang, Zengda Guan et al. · Tunnelling and Underground Space Technology · 2019 · 101 citations

Geotechnical Engineering, Rock Testing, Support Vector Machine +11

Intelligent decision method for main control parameters of tunnel boring machine based on multi-objective optimization of excavation efficiency and cost

Bin Liu, Yaxu Wang, Guangzu Zhao et al. · Tunnelling and Underground Space Technology · 2021 · 75 citations

Engineering, Intelligent Optimization, Systems Engineering +5

Intelligent decision-making method of TBM operating parameters based on multiple constraints and objective optimization

Bin Liu, Jiwen Wang, Ruirui Wang et al. · Journal of Rock Mechanics and Geotechnical Engineering · 2023 · 26 citations · Full text

TBM penetration rate prediction ensemble model based on full-scale linear cutting test

Yaxu Wang, Jiwen Wang, Ruirui Wang et al. · Tunnelling and Underground Space Technology · 2022 · 24 citations

Civil Engineering, Engineering, Predictive Analytics

An extreme gradient boosting technique to estimate TBM penetration rate and prediction platform

Yaxu Wang, Xuechi Gao, Peng Jiang et al. · Bulletin of Engineering Geology and the Environment · 2022 · 22 citations

Engineering, Data Science, Extreme Gradient +3