Enhancing building energy efficiency using a random forest model: A hybrid prediction approach Y Liu, H Chen, L Zhang, Z Feng Energy Reports 7, 5003-5012, 2021 | 76 | 2021 |
Shield attitude prediction based on Bayesian-LGBM machine learning H Chen, X Li, Z Feng, L Wang, Y Qin, MJ Skibniewski, ZS Chen, Y Liu Information Sciences 632, 105-129, 2023 | 45 | 2023 |
Prediction of the frost resistance of high-performance concrete based on RF-REF: A hybrid prediction approach X Wu, S Zheng, Z Feng, B Chen, Y Qin, W Xu, Y Liu Construction and Building Materials 333, 127132, 2022 | 32 | 2022 |
Multi-objective optimization of shield construction parameters based on random forests and NSGA-II X Wu, L Wang, B Chen, Z Feng, YW Qin, Q Liu, Y Liu Advanced Engineering Informatics 54, 101751, 2022 | 30 | 2022 |
Intelligent optimization framework of near zero energy consumption building performance based on a hybrid machine learning algorithm X Wu, Z Feng, H Chen, Y Qin, S Zheng, L Wang, Y Liu, MJ Skibniewski Renewable and Sustainable Energy Reviews 167, 112703, 2022 | 26 | 2022 |
Enhanced safety prediction of vault settlement in urban tunnels using the pair-copula and Bayesian network X Wu, Z Feng, Y Liu, Y Qin, T Yang, J Duan Applied Soft Computing 132, 109711, 2023 | 18 | 2023 |
Optimization of high-performance concrete mix ratio design using machine learning B Chen, L Wang, Z Feng, Y Liu, X Wu, Y Qin, L Xia Engineering Applications of Artificial Intelligence 122, 106047, 2023 | 17 | 2023 |
An energy performance contracting parameter optimization method based on the response surface method: A case study of a metro in China Z Feng, X Wu, H Chen, Y Qin, L Zhang, MJ Skibniewski Energy 248, 123612, 2022 | 15 | 2022 |
Safety evaluation of buildings adjacent to shield construction in karst areas: An improved extension cloud approach H Chen, S Yang, Z Feng, Y Liu, Y Qin Engineering Applications of Artificial Intelligence 124, 106386, 2023 | 12 | 2023 |
Long-term equilibrium relationship analysis and energy-saving measures of metro energy consumption and its influencing factors based on cointegration theory and an ARDL model Z Feng, W Chen, Y Liu, H Chen, MJ Skibniewski Energy 263, 125965, 2023 | 12 | 2023 |
Research on the risk evaluation of urban wastewater treatment projects based on an improved fuzzy cognitive map H Chen, J Wang, Z Feng, Y Liu, W Xu, Y Qin Sustainable Cities and Society 98, 104796, 2023 | 10 | 2023 |
Vulnerability assessment in urban metro systems based on an improved cloud model and a Bayesian network H Chen, Q Shen, Z Feng, Y Liu Sustainable Cities and Society 98, 104823, 2023 | 9 | 2023 |
Intelligent multiobjective optimization for high-performance concrete mix proportion design: A hybrid machine learning approach S Yang, H Chen, Z Feng, Y Qin, J Zhang, Y Cao, Y Liu Engineering Applications of Artificial Intelligence 126, 106868, 2023 | 7 | 2023 |
Management of and revitalization strategy for megacities under major public health emergencies: a case study of Wuhan X Wu, B Chen, H Chen, Z Feng, Y Zhang, Y Liu Frontiers in Public Health 9, 797775, 2022 | 5 | 2022 |
Safety risk perception and control of water inrush during tunnel excavation in karst areas: An improved uncertain information fusion method X Wu, Z Feng, S Yang, Y Qin, H Chen, Y Liu Automation in Construction 163, 105421, 2024 | 4 | 2024 |
Shield construction multiobjective optimization of surface settlement safety control based on machine learning Z Feng, H Chen, T Zeng, X Wu, Y Qin, W Xu Journal of Physics: Conference Series 2333 (1), 012018, 2022 | 2 | 2022 |
Multiobjective optimization of a 3D laser scanning scheme for engineering structures based on RF-NSGA-II H Chen, Z Feng, Y Liu, B Chen, T Deng, Y Qin, W Xu Journal of Construction Engineering and Management 149 (2), 04022169, 2023 | 1 | 2023 |
Safety risk assessment of shield tunneling under existing tunnels: A hybrid trapezoidal cloud model and Bayesian network approach H Chen, GQ Shen, Z Feng, S Yang Tunnelling and Underground Space Technology 152, 105936, 2024 | | 2024 |
Predicting existing tunnel deformation from adjacent foundation pit construction using hybrid machine learning X Wu, Z Feng, J Liu, H Chen, Y Liu Automation in Construction 165, 105516, 2024 | | 2024 |
Optimization of energy-saving retrofit solutions for existing buildings: A multidimensional data fusion approach H Chen, GQ Shen, Z Feng, Y Liu Renewable and Sustainable Energy Reviews 201, 114630, 2024 | | 2024 |