| Modelling uniaxial compressive strength of lightweight self-compacting concrete using random forest regression J Zhang, G Ma, Y Huang, F Aslani, B Nener Construction and Building Materials 210, 713-719, 2019 | 267 | 2019 |
| Multi-objective optimization of concrete mixture proportions using machine learning and metaheuristic algorithms J Zhang, Y Huang, Y Wang, G Ma Construction and Building Materials 253, 119208, 2020 | 158 | 2020 |
| Optimized neural network using beetle antennae search for predicting the unconfined compressive strength of jet grouting coalcretes Y Sun, J Zhang, G Li, Y Wang, J Sun, C Jiang International Journal for Numerical and Analytical Methods in Geomechanics …, 2019 | 143 | 2019 |
| Toward intelligent construction: Prediction of mechanical properties of manufactured-sand concrete using tree-based models J Zhang, D Li, Y Wang Journal of Cleaner Production 258, 120665, 2020 | 126 | 2020 |
| Prediction of permeability and unconfined compressive strength of pervious concrete using evolved support vector regression J Sun, J Zhang, Y Gu, Y Huang, Y Sun, G Ma Construction and Building Materials 207, 440-449, 2019 | 126 | 2019 |
| Reduction of computational error by optimizing SVR kernel coefficients to simulate concrete compressive strength through the use of a human learning optimization algorithm J Huang, Y Sun, J Zhang Engineering with Computers, 1-18, 2022 | 120 | 2022 |
| Shear strength prediction model of FRP bar-reinforced concrete beams without stirrups D Gao, C Zhang Mathematical problems in engineering 2020, 1-11, 2020 | 118 | 2020 |
| Evaluation of pore size distribution and permeability reduction behavior in pervious concrete J Huang, Y Zhang, Y Sun, J Ren, Z Zhao, J Zhang Construction and Building Materials 290, 123228, 2021 | 115 | 2021 |
| Determination of Young's modulus of jet grouted coalcretes using an intelligent model Y Sun, J Zhang, G Li, G Ma, Y Huang, J Sun, Y Wang, B Nener Engineering Geology 252, 43-53, 2019 | 89 | 2019 |
| A hybrid intelligent system for designing optimal proportions of recycled aggregate concrete J Zhang, Y Huang, F Aslani, G Ma, B Nener Journal of Cleaner Production 273, 122922, 2020 | 88 | 2020 |
| Development of ensemble learning models to evaluate the strength of coal-grout materials Y Sun, G Li, N Zhang, Q Chang, J Xu, J Zhang International Journal of Mining Science and Technology 31 (2), 153-162, 2021 | 87 | 2021 |
| Prediction of the strength of rubberized concrete by an evolved random forest model Y Sun, G Li, J Zhang, D Qian Advances in Civil Engineering 2019, 1-7, 2019 | 86 | 2019 |
| The effect of graphite and slag on electrical and mechanical properties of electrically conductive cementitious composites J Sun, S Lin, G Zhang, Y Sun, J Zhang, C Chen, AM Morsy, X Wang Construction and Building Materials 281, 122606, 2021 | 84 | 2021 |
| Mechanical characterization of 3D printed anisotropic cementitious material by the electromechanical transducer G Ma, J Zhang, L Wang, Z Li, J Sun Smart Materials and Structures 27 (7), 075036, 2018 | 79 | 2018 |
| Rockburst mechanism in soft coal seam within deep coal mines J Zhang, F Jiang, J Yang, W Bai, L Zhang International Journal of Mining Science and Technology 27 (3), 551-556, 2017 | 79 | 2017 |
| Machine learning-aided design and prediction of cementitious composites containing graphite and slag powder XW JunboSun, Yongzhi Ma, Jianxin Li, Junfei Zhang, Zhenhua Ren Journal of Building Engineering 43, 2021 | 77 | 2021 |
| Mixture optimization for environmental, economical and mechanical objectives in silica fume concrete: A novel frame-work based on machine learning and a new meta-heuristic … J Zhang, Y Huang, G Ma, B Nener Resources, Conservation and Recycling 167, 105395, 2021 | 72 | 2021 |
| Intelligent mixture design of steel fibre reinforced concrete using a support vector regression and firefly algorithm based multi-objective optimization model Y Huang, J Zhang, FT Ann, G Ma Construction and Building Materials 260, 120457, 2020 | 67 | 2020 |
| Real-time quantification of fresh and hardened mechanical property for 3D printing material by intellectualization with piezoelectric transducers G Ma, Y Li, L Wang, J Zhang, Z Li Construction and Building Materials 241, 117982, 2020 | 67 | 2020 |
| Strength of ensemble learning in multiclass classification of rockburst intensity J Zhang, Y Wang, Y Sun, G Li International Journal for Numerical and Analytical Methods in Geomechanics …, 2020 | 64 | 2020 |
Yuantian SunChina University of Mining and TechnologyVerified email at cumt.edu.cn
