zhanghe
2025年毕业于同济大学，获工学博士学位，博士就读期间赴瑞典皇家理工大学联合培养。2025年7月加入西南交通大学交通运输与物流学院交通工程系，任助理教授（讲师）。主要研究方向为自动驾驶场景测试，并针对危险场景加速测试、复杂长尾分布建模、高维时序场景生成等问题进行持续研究。已发表论文17篇，获国际专利一项，参与编制团体标准一项。参与国家自然科学基金重点项目、面上项目、国家重点研发子课题等，担任IEEE Transacti...details>
Date of Birth:1997-03-07
Date of Employment:2025-07-04
Education Level:PhD graduate
Degree:Doctor of engineering
Gender:Female
Status:在岗
Alma Mater:同济大学
School/Department:交通运输与物流学院
Discipline:
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Education Experience
2019/9-2025/6同济大学 | Transportation Engineering | Doctor of engineering
2015/9-2019/6西南交通大学 | Transportation Engineering | Bachelor of engineering
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Work Experience
2025/7-Now交通运输与物流学院 | 西南交通大学 | 助理教授（讲师）
- 1.He Zhang, Jian Sun, Ye Tian. Accelerated risk assessment for highly automated vehicles: surrogate-based monte carlo method. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(6): 5488–5497.
- 2.He Zhang, Jian Sun, Ye Tian. Accelerated safety testing for highly automated vehicles: application and capability comparison of surrogate models. IEEE Transactions on Intelligent Vehicles, 2024, 9(1): 2409-2418.
- 3.He Zhang, Jian Sun, Ye Tian. The impact of socio-demographic characteristics and driving behaviors on fuel efficiency, Transportation Research Part D: Transport and Environment 88: 102565
- 4.Jian Sun, He Zhang, Huajun Zhou, Rongjie Yu, Ye Tian. Scenario-based test automation for highly automated vehicles: a review and paving the way for systematic safety assurance. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(9): 14088-14103
- 5.孙剑,张赫,赵晓聪,刘懿如,田野. 面向自动驾驶测试的交互场景策略建模与仿真. 汽车工程，2024, 46(11): 1962-1972.
- 6.He Zhang, Jian Sun, Ye Tian. Accelerated testing for highly automated vehicles: a combined method based on importance sampling and normalizing flows. 2022 IEEE International Conference on Intelligent Transportation Systems (ITSC)
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