² 教学 本科生教学:《理论力学》(必修课) 《实验力学》(必修课) 《机器学习》(选修课) 研究生教学:《工程材料本构方程》(选修课) ² 科研 科研兴趣: 1. 高温天线罩、FSS结构的力学/电磁性能的智能一体化设计 2. 基于深度学习的工程结构损伤识别方法 科研项目: 1. 国家自然科学基金面上项目, 11972162, 2020-01 至 2023-12, 63万元, 在研, 主持 2. 国家自然科学基金青年科学基金项目, 11602087, 2017-01 至 2019-12, 28万元, 结题, 主持 3. 国家自然科学基金重点项目, 11932007, 2020-01 至 2024-12, 340万元, 在研, 参与 4. 国家自然科学基金面上项目, 11772134, 2018-01 至 2021-12, 75万元, 结题, 参与 5. 广东省自然科学基金面上项目, 2023A1515012942, 2023-01 至 2025-12, 10万元, 在研, 主持 6. 广东省科技计划应用型专项(重点项目), 2015B010131009, 2016-01 至 2018-12, 500万元, 结题, 参与 7. 广州市科技计划基础与应用基础研究项目, 202102020678, 2021-04 至 2023-03, 5万元, 结题, 主持 8. 广州市科技计划民生科技攻关项目(重点项目), 201903010046, 2019-04 至 2022-03, 100万元, 结题, 参与 9. 中国博士后科学基金面上项目, 2016M602457, 2016-06 至 2017-09, 5万元, 结题, 主持 10. 华南理工大学亚热带建筑科学国家重点实验室重点类课题, 2022KA05, 2022-07 至 2025-06, 50万元, 在研, 参与 代表性成果: 1. Chengbin Chen, Liqun Tang, Yonghui Lu, Yong Wang, Zejia Liu, Yiping Liu, Licheng Zhou, Zhenyu Jiang, Bao Yang, Reconstruction of long-term strain data for structural health monitoring with a hybrid deep-learning and autoregressive model considering thermal effects Engineering Structures, 2023, 285: 116063 2. Yonghui Lu, Liqun Tang, Licheng Zhou, Zejia Liu, Yiping Liu, Zhenyu Jiang, Bao Yang, Reconstruction of structural long-term acceleration response based on BiLSTM networks, Engineering Structures, 2023, 285: 116000 3. Chengbin Chen, Liqun Tang, Yonghui Lu, Licheng Zhou, Zejia Liu, Yiping Liu, Zhenyu Jiang, Bao Yang, Temperature-induced response reconstruction method based on DL-AR model and attention mechanism, Structures, 2023, 50: 359-372 4. Jingyu Wang, Yongrou Zhang, Zhenyu Jiang, Licheng Zhou, Zejia Liu, Yiping Liu, Bao Yang, Liqun Tang, Mechanical behavior and constitutive equations of porcine brain tissue considering both solution environment effect and strain rate effect, Mechanics of Advanced Materials and Structures, 2023: 1-15 5. Kai He, Huanchen Liao, Zejia Liu, Yiping Liu, Liqun Tang, Bao Yang, Licheng Zhou, Zhenyu Jiang, Reinforcing efficiency of nanophases with various geometric shapes on interfacial bonding in multiscale composites, Composites Part A: Applied Science and Manufacturing, 2023, 165: 107369 6. Qingkai Xiao, Yiping Liu, Licheng Zhou, Zejia Liu, Zhenyu Jiang, Liqun Tang, Reliability analysis of bridge girders based on regular vine Gaussian copula model and monitored data, Structures, 2022, 39: 1063-1073 7. Zeyu Zuo, Yongrou Zhang, Licheng Zhou, Zejia Liu, Zhenyu Jiang, Yiping Liu, Liqun Tang, Mechanical behaviors and probabilistic multiphase network model of polyvinyl alcohol hydrogel after being immersed in sodium hydroxide solution, RSC Advances, 2021, 11(19): 11468-11480 8. Ge Zhang, Liqun Tang, Zejia Liu, Licheng Zhou, Yiping Liu, Zhenyu Jiang, Jingsong Chen, Shuhang Sun, Enhanced features in principal component analysis with spatial and temporal windows for damage identification, Inverse Problems in Science and Engineering, 2021, 29(13): 2877-2894 9. Zekai Wang, Liqun Tang, Licheng Zhou, Zhenyu Jiang, Zejia Liu, Yiping Liu, Methodology to design variable-thickness streamlined radomes with graded dielectric multilayered wall, IEEE Transactions on Antennas and Propagation, 2021, 69(11): 8015-8020 10. Ge Zhang, Liqun Tang, Zejia Liu, Licheng Zhou, Yiping Liu, Zhenyu Jiang, Machine-learning-based damage identification methods with features derived from moving principal component analysis, Mechanics of Advanced Materials and Structures, 2020, 24(21): 1789-1802 |