姓 名：刘凯华 （Liu Kaihua）
职 称：副教授
导师类别：硕士研究生导师
电子邮箱：kaihualiu@gdut.edu.cn
个人主页：https://www.researchgate.net/profile/Kaihua-Liu
研究方向：混凝土结构耐久性；人工智能土木工程
招生专业：（0814）土木工程, （085901）土木工程
1.个人简介
刘凯华，男，博士，副教授，硕士生导师，土木工程系副主任，土木工程国家级实验教学示范中心（广工大）副主任。山东青岛人，本硕博就读于哈尔滨工业大学，主要从事混凝土结构教研工作，主讲《混凝土结构设计原理》和《混凝土结构设计》等课程。主持国家省市及横向科研项目5项。发表SCI/EI论文30余篇，授权发明/实用新型专利3项。
2.学习与工作经历
2019-至今 广东工业大学土木与交通工程学院 土木工程系
2014-2019 哈尔滨工业大学土木工程学院 结构工程 工学博士
2017-2018 加拿大UBC工程学院联合培养博士生（CSC计划）
2012-2014 哈尔滨工业大学土木工程学院 结构工程 工学硕士
2008-2012 哈尔滨工业大学土木工程学院 土木工程 工学学士
3.学术兼职
中国土木工程学会绿色建造与运维分会理事
全国高等教育自学考试指导委员会土木水利矿业环境类专业委员会委员
4.近三年发表论文
[1] Liu, Kaihua; Fu, Kangshen; Sang, Yuan; Yang, Yingzi; Zou, Chaoying; Xie, Tianyu* and Zhao, Xinyu*. "Frost Resistance of Recycled Aggregate Concrete: A Critical Review." Journal of Building Engineering, 2024, 90, pp. 109450.
[2] Liu, Kaihua; Wu, Tingrui; Shi, Zhuorong; Yu, Xiaoqing; Lin, Youzhu; Chen, Qian and Jiang, Haibo*. "Interpretable Machine Learning Models for Predicting the Bond Strength Between UHPC and Normal-Strength Concrete." Materials Today Communications, 2024, 40, pp. 110006.
[3] Liu, Kai-Hua; Xie, Tian-Yu; Cai, Zhong-Kui; Chen, Guang-Ming and Zhao, Xin-Yu*. "Data-Driven Prediction and Optimization of Axial Compressive Strength for FRP-Reinforced CFST Columns Using Synthetic Data Augmentation." ENGINEERING STRUCTURES, 2024, 300, pp. 117225.
[4] Huang, Rongming; Zhang, Xiaocun* and Liu, Kaihua. "Assessment of Operational Carbon Emissions for Residential Buildings Comparing Different Machine Learning Approaches: A Study of 34 Cities in China." BUILDING AND ENVIRONMENT, 2024, 250, pp. 111176.
[5] Fu, Kangshen; Sang, Yuan; Chen, Canhui and Liu, Kaihua*. "Frost Resistance of Recycled Aggregate Concrete Subjected to Coupling Sustained Compressive Load and Freeze-Thaw Cycles." CONSTRUCTION AND BUILDING MATERIALS, 2024, 448, pp. 138219.
[6] Sun, Ming; Wang, Chen; Gao, Xiaojian* and Liu, Kaihua. "Evolution and Prediction of Static and Seismic Properties in Diatomite-Incorporated Concrete Members Exposed to Freeze-Thaw Cycles." Structures, 2024, 62, pp. 106258.
[7] 刘凯华; 陈钿渊; 邹超英 and 严佳川*. "再生粗骨料强化工艺对再生混凝土力学性能及耐久性能的影响." 混凝土, 2024, (6), pp. 134-37, 142.
[8] Chi, Lin; Wang, Mian; Liu, Kaihua*; Lu, Shuang*; Kan, Lili; Xia, Xuemin and Huang, Chendong. "Machine Learning Prediction of Compressive Strength of Concrete with Resistivity Modification." Materials Today Communications, 2023, 36, pp. 106470.
[9] Dong, Shuxiong; Xie, Weili; Wei, Muwang and Liu, Kaihua*. "Shear Design of Recycled Aggregate Concrete Beams Using a Data-Driven Optimization Method." Structures, 2023, 55, pp. 123-37.
[10] Liu, Kaihua; Zheng, Jiakai; Dong, Shuxiong; Xie, Weili and Zhang, Xiaocun*. "Mixture Optimization of Mechanical, Economical, and Environmental Objectives for Sustainable Recycled Aggregate Concrete Based On Machine Learning and Metaheuristic Algorithms." Journal of Building Engineering, 2023, 63, pp. 105570.
[11] Liu, K. H.; Zhao, X. Y.*; Kou, Y. W.; Yu, Y. and Xie, T. Y. "Compressive Stress-Strain Relationship and its Variability of Self-Compacting Concrete Incorporating Recycled Aggregate." JOURNAL OF MATERIALS IN CIVIL ENGINEERING, 2023, 35(4).
[12] Xie, Weili; Dong, Shuxiong; Sang, Yuan; Zhao, Xinyu; Zhang, Xiaocun and Liu, Kaihua*. "RACBase: A Cloud-Based Database of Recycled Aggregate Concrete Durability." Case Studies in Construction Materials, 2023, 18, pp. e02004.
[13] 刘凯华; 郑佳凯; 谢维力; 董书雄 and 段珍华*. "基于机器学习的再生混凝土配合比设计方法." 湖南大学学报(自然科学版), 2023, 50(09), pp. 88-96.
[14] Liu, Kaihua; Dai, Zihang; Zhang, Rongbin; Zheng, Jiakai; Zhu, Jiang and Yang, Xincong*. "Prediction of the Sulfate Resistance for Recycled Aggregate Concrete Based On Ensemble Learning Algorithms." CONSTRUCTION AND BUILDING MATERIALS, 2022, 317, pp. 125917.
[15] Liu, Kai-Hua; Zheng, Jia-Kai; Pacheco-Torgal, Fernando and Zhao, Xin-Yu*. "Innovative Modeling Framework of Chloride Resistance of Recycled Aggregate Concrete Using Ensemble-Machine-Learning Methods." CONSTRUCTION AND BUILDING MATERIALS, 2022, 337, pp. 127613.
5.主要著作
[1]《混凝土及砌体结构》ISBN：978-7-111-44205-9，机械工业出版社
[2]《混凝土结构设计》ISBN：978-7-307-17850-2，武汉大学出版社
[3]《建筑工程碳排放计量》ISBN：978-7-111-70965-7，机械工业出版社
6.知识产权
[1] 发明专利，一种混凝土构件抗扭性能实验方法，ZL 2021 1 0888272.X
[2] 实用新型专利，一种试件性能测试装置，ZL 2022 2 0748766.8
[3] 实用新型专利，一种预制件抗扭矩强度测试设备，ZL 2021 2 1802893.3
7.近三年项目
主持国家基金1项，广东省基金2项，企业委托课题2项
欢迎对绿色建材、混凝土结构及智能土木工程方向感兴趣的同学们！
