l代表性论文(近5年): 1.He Yu, Ma Yafei, Huang Ke, Wang Lei, Zhang Jianren. Digital twin Bayesian entropy framework for corrosion fatigue life prediction and calibration of bridge suspender. Reliability Engineering & System Safety, 2024, 252: 110456.(可靠度领域顶刊) 2.He Yu, Qian Kai, Ma Yafei, Yu Zecheng, Li Bing, Wang Lei. Failure mode-specific probabilistic bearing capacity of RC columns via interpretable Gaussian processes. Engineering Structures, 2025, 329: 119817.(结构工程领域顶刊) 3.He Yu, Ma Yafei, Huang Ke, Wang Lei, Zhang Jianren. Abnormal data detection and recovery of sensors network based on spatiotemporal deep learning methodology. Measurement, 2024, 228: 114368. 4.Ma Yafei,He Yu, Wang Guodong, Wang Lei, Zhang Jianren, Lee Deuckhang. Corrosion fatigue crack growth prediction of bridge suspender wires using Bayesian gaussian process. International Journal of Fatigue, 2023, 168: 107377.(疲劳领域顶刊,导师第一本人第二) 5.Ma Yafei,He Yu, Wang Lei, Zhang Jianren. Probabilistic reconstruction for spatiotemporal sensor data integrated with Gaussian process regression. Probabilistic Engineering Mechanics, 2022, 69: 103264.(导师第一本人第二) 6.Zhou Shuming, Yan Donghuang,He Yu*. Interpretable capacity prediction of RC bridges based on Genetic algorithm-enhanced support vector machine learning. KSCE Journal of Civil Engineering, 2024, 28(10), 4559-4574. 7.Ma Yafei, Zhou Hao,He Yu, Li Xiang, Wang Lei. Subcycle corrosion fatigue crack growth model for bridge suspender wires under random time-series loads. Engineering Failure Analysis, 2025, 169: 109183. 8.马亚飞,晏鹏,何羽,王磊.深度强化学习驱动的大跨桥梁缆索维护决策优化.中国公路学报, 2024, 37(11): 64-75. 9.马亚飞,李诚,何羽,王磊,涂荣辉.基于小波散射卷积神经网络的结构损伤识别研究.振动与冲击, 2023, 42(14): 138-146. 10.马亚飞,孙文康,何羽,王磊.基于DC-UNet的混凝土桥梁表观裂缝识别方法.长安大学学报(自然科学版), 2024, 44(3): 66-75. l代表性专利: 1.张建仁,何羽,马亚飞,王磊,彭安银.一种基于磁致伸缩法的桥梁吊杆破损及断丝检测装置,实用新型专利. 2020,专利号: CN 211825829 U.(已授权) 2.马亚飞,何羽,王磊,张建仁.结构监测传感网失真数据修复方法、装置及存储介质,发明专利. 2021,专利号: CN 113988210 A.(实审中) 3.马亚飞,何羽,陈金鑫,王磊,张建仁.一种在役混凝土结构表面病害分类识别方法,发明专利. 2022,专利号: CN 114998182 A.(实审中) 4.马亚飞,何羽,王磊.建筑结构群抗震性能评估方法,发明专利. 2022,专利号: CN 115017591 A.(实审中) 5.马亚飞,何羽,周昊,王磊,贺君.多源信息融合的钢桥腐蚀疲劳损伤评估方法,发明专利. 2023,专利号: CN 117150863 A.(实审中) l各类奖项: 1.获博士研究生国家奖学金,教育部,2023. 2.获湖南省第十五届研究生创新论坛优秀论文一等奖,湖南省人民政府学位委员会,2022. 3.获湖南省大学生创新大赛高教主赛道,研究生创意组省级一等奖,湖南省教育厅,2024. |