Zongbao Feng

Enhancing building energy efficiency using a random forest model: A hybrid prediction approach

Yang Liu, Hongyu Chen, Limao Zhang et al. · Energy Reports · 2021 · 136 citations · Full text

Shield attitude prediction based on Bayesian-LGBM machine learning

Hongyu Chen, Xinyi Li, Zongbao Feng et al. · Information Sciences · 2023 · 119 citations

Engineering, Machine Learning, Data Science +5

Multi-objective optimization of shield construction parameters based on random forests and NSGA-II

Xianguo Wu, Lei Wang, Bin Chen et al. · Advanced Engineering Informatics · 2022 · 80 citations

Engineering, Aerospace Engineering, Intelligent Optimization +9

Intelligent optimization framework of near zero energy consumption building performance based on a hybrid machine learning algorithm

Xianguo Wu, Zongbao Feng, Hongyu Chen et al. · Renewable and Sustainable Energy Reviews · 2022 · 74 citations

Energy Consumption, Engineering, Smart Building +11

Predicting existing tunnel deformation from adjacent foundation pit construction using hybrid machine learning

Xianguo Wu, Zongbao Feng, Jun Liu et al. · Automation in Construction · 2024 · 72 citations

Geotechnical Engineering, Engineering, Geotechnical Problem +9