教育经历
2013.8-2018.8,美国田纳西大学,博士研究生,土木工程,
2014.8-2018.8,美国田纳西大学,硕士研究生,统计学
2010.9-2013.6,重庆交通大学,硕士研究生,道路与铁道工程
2006.9-2010.6,重庆交通大学,学士,公路与城市道路工程
工作经历
2018.6-2020.10,美国田纳西大学,土木与环境工程学院,博士后副研究员
2021.1-至今,同济大学,交通运输工程学院,副教授/助理教授/特聘研究员
研究成果
自然科学基金面上项目:基于多视图几何的沥青路面摊铺离析动态检测与诊断,2025-2028
自然科学基金青年项目:基于深度全卷积网络的端到端沥青路面裂缝图像识别与量化研究,2021-2023
上海市科委面上项目:基于全卷机神经网络的沥青路面裂缝图像自动识别与量化研究,2021-2024
中央高校研究经费项目:基于分布式车辆感知数据的路况评价方法研究,2021-2022
获奖情况
2021年,上海市“海外高层次人才”计划
2020年,International Long-Term Pavement Performance (LTPP) data analysis contest,First Prize Winner(Graduate Category)
2018年,International Long-Term Pavement Performance (LTPP) data analysis contest,First Prize Winner(Aramiz Lopez Challenge Category)
论文节选
1.Gong, Hongren, Ting Fu, Yiren Sun, Zhongyin Guo, Lin Cong, Wei Hu, and Ziwen Ling. "Two-vehicle driver-injury severity: A multivariate random parameters logit approach." Analytic methods in accident research 33 (2022): 100190.
2.Zhang, Miaomiao,Hongren Gong, Xiaoyang Jia, Xi Jiang, Ning Feng, and Baoshan Huang. "Determining pavement structural number with traffic speed deflectometer measurements." Transportation Geotechnics 35 (2022): 100774.
3.Gong, Hongren, Yiren Sun, Yuanshuai Dong, Wei Hu, Bingye Han, Pawel Polaczyk, and Baoshan Huang. "An efficient and robust method for predicting asphalt concrete dynamic modulus." International Journal of Pavement Engineering (2021): 1-12.
4.Gong, Hongren, Yiren Sun, Wei Hu, and Baoshan Huang. "Neural networks for fatigue cracking prediction using outputs from pavement mechanistic-empirical design." International Journal of Pavement Engineering 22, no. 2 (2021): 162-172.(ESI高被引)
5.Chen, Liuxiao, Boming Tang, Tangzhi Liu, Hao Xiang, Qijin Sheng, andHongren Gong*. "Modeling traffic noise in a mountainous city using artificial neural networks and gradient correction." Transportation Research Part D: Transport and Environment 78 (2020): 102196.
6.Gong, Hongren, Yiren Sun, and Baoshan Huang. "Estimating asphalt concrete modulus of existing flexible pavements for mechanistic-empirical rehabilitation analyses." Journal of Materials in Civil Engineering 31, no. 11 (2019): 04019252.
7.Gong, Hongren, Yiren Sun, and Baoshan Huang. "Gradient boosted models for enhancing fatigue cracking prediction in mechanistic-empirical pavement design guide." Journal of Transportation Engineering, Part B: Pavements 145, no. 2 (2019): 04019014.
8.Gong, Hongren, Yiren Sun, Xiang Shu, and Baoshan Huang. "Use of random forests regression for predicting IRI of asphalt pavements." Construction and Building Materials 189 (2018): 890-897.
9.Gong, Hongren, Baoshan Huang, Xiang Shu, and Sampson Udeh. "Local calibration of the fatigue cracking models in the mechanistic-empirical pavement design guide for Tennessee." Road Materials and Pavement Design 18, no. sup3 (2017): 130-138.
10.Gong, Hongren, Qiao Dong, Baoshan Huang, and Xiaoyang Jia. "Effectiveness analyses of flexible pavement preventive maintenance treatments with LTPP SPS-3 experiment data." Journal of Transportation Engineering 142, no. 2 (2016): 04015045.