香港理工大学Dr. Tony Sze团队
招收2025或2026入学
全奖三年制或四年制交通工程博士研究生
研究方向
基于数据驱动的交通行为和安全分析、数字孪生联合仿真、人机交互、时空大数据分析与计量统计建模、智能交通系统(ITS)、智能网联汽车(CAV),交通地理信息、出行行为等领域。
导师介绍
Dr. Tony Sze 是香港理工大学土木与环境学院Associate Professor, 长期从事交通安全、驾驶员行为、数字孪生联合仿真、数据分析等方向研究,现担任交通安全方向顶级期刊Accident Analysis and Prevention副主编。以及Travel Behavior and Society和TransportmetricaA: Transport Science副主编。同时,担任Analytic Methods in Accident Research,Safety Science, Journal of Safety Research, Journal of Transport Geography和 International Journal of Sustainable Transportation等国际顶级期刊的编委委员。Dr. Tony Sze累计在多个交通领域知名期刊上发表了120余篇论文,包括Transportation Research Part C,IEEE Transactions on Intelligent Transportation Systems, Accident Analysis and Prevention, Analytic Methods in Accident Research等世界顶尖期刊。同时获得斯坦福大学world's top 2% scientists in the discipline of Logistics and Transportation in 2023。学生培养上,会对每个学生采取“因材施教”的培养方式,确保每周充足的面对面交流时间,实验室设备完备丰富,尊重学生的研究兴趣并给予资源支持。个人主页:https://nnsze4.wixsite.com/mysite
学校介绍
香港理工大学(The Hong Kong Polytechnic University)是一所享誉国际的研究型大学,长期位居全球大学排名前列。根据2025年QS世界大学排名,理大在全球排名中位列第57位。
要求
土木/交通工程、空间模型、数学与统计、计算机科学或者相关专业学位
具备统计建模与驾驶模拟仿真相关知识与经验者优先
具备深度学习和强化学习相关算法能力,有相关研究经历者优先
具备地理信息系统应用方向相关知识和经验者优先
申请截止日期为每年的12月,感兴趣的申请者请将您的简历和成绩单发送到Dr. Tony Sze的邮箱:tony.nn.sze@polyu.edu.hk。
PS:课题组将大力协助优秀学生申请Hong Kong PhD Fellowship Scheme (HKPFS)
Research Areas
Our research group focus on data-driven traffic behavior and safety analysis, digital twin integrated simulation, human-machine interaction, and spatiotemporal big data analytics. These projects revolve around intelligent transportation systems (ITS), connected and autonomous vehicles (CAV), spatial information for transportation , and travel behavior, among other related fields.
Supervisor Introduction
Dr. Tony Sze is an Associate Professor in the Department of Civil and Environmental Engineering at The Hong Kong Polytechnic University. He has long been engaged in research areas such as traffic safety, driver behavior, digital twin & co-simulation, and data analysis. Dr. Sze currently serves as the Associate Editor for the top-tier journal Accident Analysis and Prevention in the field of traffic safety, as well as the Associate Editor for Travel Behavior and Society and Transportmetrica A: Transport Science. Additionally, he is an editorial board member for prestigious international journals including Analytic Methods in Accident Research, Safety Science, Journal of Safety Research, Journal of Transport Geography and International Journal of Sustainable Transportation.
Dr. Tony Sze has published over 120 papers in renowned transportation journals such as Transportation Research Part C, IEEE Transactions on Intelligent Transportation Systems, Accident Analysis and Prevention, and Analytic Methods in Accident Research. He recognized as world's top 2% scientists in the discipline of Logistics and Transportation in 2023 compiled by Stanford University. In terms of student training, he adopts a differentiated Instruction approach to ensure ample face-to-face interaction each week, provides well-equipped and comprehensive laboratory facilities, respects students' research interests, and offers substantial resource support. For more information, please visit his personal homepage: https://nnsze4.wixsite.com/mysite
University Introduction
The Hong Kong Polytechnic University is an internationally renowned research-oriented university, consistently ranked among the top universities worldwide. According to the 2025 QS World University Rankings, PolyU is ranked 57th globally.
Requirements
Academic Background:
Degrees in Civil/Transportation Engineering, Spatial Modeling, Mathematics and Statistics, Computer Science, or related fields.
Preferred Qualifications:
Knowledge and experience in statistical modeling and driving simulation.
Proficiency in deep learning and reinforcement learning algorithms, with relevant research experience.
Knowledge and experience in Geographic Information Systems (GIS) applications.
Application Deadline:
December each year. Interested applicants should send their CV and academic transcripts to Dr. Tony Sze at tony.nn.sze@polyu.edu.hk.
P.S.: Our research group will provide significant assistance to outstanding students in applying for the Hong Kong PhD Fellowship Scheme (HKPFS).
诚邀加盟
TRZ青年讲堂是交通邦创办的系列专栏,旨在深化读者对交通行业前沿技术的认知,激发在读学生、高校青年教师和行业人士交流合作的动力。
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