基本信息:
童峥,博士,副研究员,威尼斯澳门人登录welcome道路工程系教师
所属团队:道路与机场铺装技术
办公地点:我校九龙湖校区威尼斯澳门人登录welcome大楼513室
联系电话:17768124214
联系方式:tongzheng@seu.edu.cn
主持/参与科研项目5项,发表学术论文20余篇,获得国家授权专利6件,担任Security and Management in Modern Civil Engineering、Artificial Intelligence and Applications、市政技术等期刊编委,Applied Sciences客座编委,Computer-Aided Civil and Infrastructure Engineering、Construction and Building Materials、Neurocomputing等SCI期刊审稿人。更多信息请关注本人English homepage:https://tongzheng1992.github.io/
研究方向:
l 路面智能无损检测
l 路面智能养护决策
l 深度学习理论及应用
l 证据理论与不精确决策
教育经历:
2018.09-2022.03,法国索邦大学-贡比涅技术大学计算机专业,博士
2015.09-2018.06,长安大学道路与铁道工程,硕士
2011.08-2015.06,东北林业大学土木工程专业,学士
工作经历:
2022.06-至今,威尼斯澳门人登录welcome,副研究员
科研项目:
1. 高速公路路面和内部损坏一体化检测技术研究(2022.09-2023.09)
2. 基于深度学习的路面结构病害检测(2019.01-2021.01)
3. 荒漠区空地协同公路路面智能健康检测系统研发与应用(2022.06-2025.06)
4. Co-operation Program with the UTs and INSAs (法国,2018.10-2022.04)
学术成果:
² 代表作:
1. Tong Zheng et al. Convolutional neural network for asphalt pavement surface texture analysis. (2018). Computer-Aided Civil and Infrastructure Engineering, 33(12), 1056–1072. (中科院 SCI 一区,影响因子 11.775).
2. Tong Zheng et al. Pavement defect detection with fully convolutional network and an uncertainty framework. (2020). Computer-Aided Civil and Infrastructure Engineering, 35(8), 832–849. (中科院 SCI 一区,影响因子11.775).
3. High-throughput design of fiber reinforced cement-based composites using deep learning. (2020). Cement and Concrete Composites, 113, 103716. (中科院 SCI 一区,影响因子 7.586).
4. Recognition, location, measurement, and 3d reconstruction of concealed cracks using convolutional neural networks. (2017). Construction and Building Materials, 146, 775–787. (中科院 SCI 一区,影响因子 6.141).
5. An evidential classifier based on Dempster-Shafer theory and deep learning. (2021). Neurocomputing, 450, 275–293. (中科院 SCI 二区 top,影响因子 5.719).
其余论文请见:https://tongzheng1992.github.io/
奖励及荣誉:
1. 7th International Conference on Belief Functions (2021) Best paper (Best paper)