科研论文
[1] Junfei Zhang, Yimiao Huang*, Guowei Ma, Junbo Sun, Brett Nener. A metaheuristic-optimized multi-output model for predicting multiple properties of pervious concrete. Construction and Building Materials, 2020, 249, 188803.
[2] Junfei Zhang, Yuantian Sun*, Guichen Li, Yuhang Wang, Junbo Sun. Machine-learning-assisted shear strength prediction of reinforced concrete beams with and without stirrups. Engineering with Computers, 2020, , 1-15.
[3] Junfei Zhang, Yimiao Huang*, Yuhang Wang, Guowei Ma. Multi-objective optimization of concrete mixture proportions using machine learning and metaheuristic algorithms. Construction and Building Materials, 2020, 253, 119208.
[4] Junfei Zhang*, Dong Li, Yuhang Wang. Toward intelligent construction: Prediction of mechanical properties of manufactured-sand concrete using tree-based models. Journal of Cleaner Production, 2020, 258, 120665.
[5] Junfei Zhang, Yimiao Huang*, Farhad Aslani, Guowei Ma, Brett Nener. A hybrid intelligent system for designing optimal proportions of recycled aggregate concrete. Journal of Cleaner Production, 2020, 273, 122922.
[6] Mo Zhang, Chen Zhang, Junfei Zhang*, Ling Wang*, Fang Wang. Effect of composition and curing on alkali activated fly ash-slag binders: Machine learning prediction with a random forest-genetic algorithm hybrid model. Construction and Building Materials, 2023, 336, 129940.
[7] Mo Zhang, Yalin Yao, Junfei Zhang*, Ling Wang*, Fang Wang, Zhaoyang Ma, Bin Wang.. Mechanical properties of hybrid fiber reinforced ternary-blended alkali-activated materials. Construction and Building Materials, 2023, 366, 129841.
[8] Mo Zhang, Hongyan Xu, Armande Loraine Phal´e Zeze, Junfei Zhang*. Metakaolin-based geopolymer composites modified by epoxy resin and silane: Mechanical properties and organic-inorganic interaction mechanism. Applied Clay Science, 2023, 232, 106767.
[9] Mo Zhang, Hongyan Xu, Armande Loraine Phal´e Zeze, Junfei Zhang*. Metakaolin-based geopolymer composites modified by epoxy resin and silane. Mechanical properties and organic-inorganic interaction mechanism, 2023, 232, 106767.
[10] Dan Zhang*, Yuang Chen, Chen Zhang, Guixiang Xue*, Junfei Zhang*, Mo Zhang*, Ling Wang*, Ning Li*. Prediction of seismic acceleration response of precast segmental self-centering concrete filled steel tube single-span bridges based on machine learning method. Engineering Structures, 2023, 279, 115574.