个人信息
Personal Information
联系方式
Contact Information
个人简介
Personal Profile
郭赟韬,博士,同济大学交通运输工程学院副教授,中国交通研究院大数据实验室主任。主要从事交通系统智能化与可持续发展领域的研究,聚焦于以大模型和数据驱动的交通系统韧性机理、协同决策与动态调控理论,探索交通系统在复杂环境下的稳健运行与自适应演化规律。入选上海市高层次人才计划,现任美国交通研究委员会(TRB)统计方法常务委员会委员、交通报科技创新百人团成员等。主持和承担国家自然科学基金面上项目、国家重点研发计划项目子课题、国家重点研发计划青年科学家项目子课题、美国交通部项目等多项科研任务。研究致力于推动交通系统从传统规划向智能调度、从被动响应向主动调控转变,构建面向常态与非常态运行条件的高韧性交通运行体系与多目标优化决策框架;在复杂交通网络的资源配置、系统协同管控及基于大模型的自进化策略生成方面取得系统性成果。相关研究成果发表于 TransportationResearch Part A/B/C/D/F、Sustainable Cities andSociety 等国际权威期刊,多篇论文被列为高被引论文。曾获中国交通运输协会科学技术奖科技进步一等奖、美国交通研究委员会(TRB)最佳论文奖及 Journal of InfrastructureSystems 杰出审稿人等奖项。
所在团队为同济大学中国交通研究李兴华院长团队。中国交通研究院依托于同济大学交通运输工程学院、汽车学院、土木工程学院、电子信息工程学院、经济管理学院等专业技术力量,致力于交通运输战略、规划、政策、投融资、科技、工程等研究咨询。发展目标为建设成为具有国际视野、专业特色鲜明、有行业影响力的新型开放型大学智库,面向“交通强国”战略和现代化综合交通运输体系研究的一流基地,交通运输政产学研协同创新平台以及国际交往与技术合作窗口。课题组共有6名导师及18名博士研究生及硕士研究生。
上传附件
支持扩展名:.rar .zip .doc .docx .pdf .jpg .png .jpeg上传附件
支持扩展名:.rar .zip .doc .docx .pdf .jpg .png .jpeg上传附件
支持扩展名:.rar .zip .doc .docx .pdf .jpg .png .jpeg1. Guo, Y.*, Yan, K., Qian, X., Li, X., Hu, Y., Wang, N. (2025).A robust optimal battery swapping station location model for commercialelectric vehicles under demand uncertainty. Energy, 333, 137466.
2. Guo, Y.*, Lu,S., Liu, C., Qian, X., Li, X., Zhang, W., Liu, H. (2025). The true costs ofelectrification in megacities: A data-driven lifecycle cost assessment. TransportationResearch Part D: Transport and Environment, 140, 104638
3. Feng,F., Chen, J., Guo, Y. *, Sheng, D., Li, X., Gao, L.(2025). Exploring factors that affect single-mode andmultimodal travel preference for commute trips: a case study in Shanghai, China,Transportation Planning and Technology, Accepted.
4. Tang,T., Shi, Q., Guo, Y. *, Sheng, D., Li, X., Anastasopoulos,P. (2025). Impact of attitudinal factors and mode-specific transportationpolicies on the intention to adopt MaaS: The moderating role of urban scale. Cities,158, 105683.
5. Li,X., Xie, Y., Guo, Y. *, Wang. T., Lin, T. (2025) TowardClimate-Resilient Freight Systems: Measuring Regional Truck Resilience toExtreme Rainfall via Integrated Flood Demand Modeling. Sustainability,17 (5), 1783.
6. Tang, T., Guo, Y. *, Souders,D., Li, X., Yang, M., Xu, X., Qian, X. (2025). Moderating effects of policy measures onintention to adopt autonomous vehicles: Evidence from China. TravelBehaviour and Society, Vol. 38, 100921. (SSCI JCR-Q1, 影响因子:5.85)
7. Feng,F., P. Ch. Anastasopoulos, Guo, Y. *, Wang, W., Peeta,S., Li, X. (2024). Willingness to Use Ridesplitting Services for Home-to-WorkMorning Commute in the Post-COVID-19 Era. Transportation, Accepted. (Q2)
8. Tang,T., Chen, J., Guo, Y. *, Sheng, D., Li, X., Anastasopoulos,P. (2025). Intention to adopt autonomous vehicles in China: A comparative studyamong residents in different-sized cities. Transportation Letters: theInternational Journal of Transportation Research, 17 (5), 910-929. (Q2)
9. Yang,Z., Guo, Y. *, Feng, X., Zhou, Y., Zhou, P., Li, X., & Qian, X. (2024).Evaluating Temporal Variations in Access to Multi-Tier Hospitals using PersonalVehicles and Public Transit: Implications for Healthcare Equity. SustainableCities and Society, 105687. (Q1)
10. Li, X., Zou, J., Agrawal, S., Guo, Y. *, Tang, T., & Feng, X. (2024). Role of policy and consumer attitudesin people’s intention to use autonomous vehicles: a comparative study in Chinaand the USA. Transportation, 1-48. (Q2)
11. Li, X., Zhang, X., Qian, X., Zhao, C., Guo, Y. *,& Peeta, S. (2024). Beyond centralization: Non-cooperative perimetercontrol with extended mean-field reinforcement learning in urban road networks.Transportation Research Part B: Methodological, 186, 103016. (Q1)
12. Li, X., Yang, Z., Guo, Y. *,Xu, W., & Qian, X. (2024). Factoring in temporal variations ofpublic transit-based healthcare accessibility and equity. InternationalJournal of Transportation Science and Technology, 13, 186-199. (Q2)
13. Li, X. Y. Yang, Y. Guo*, D. Souders, J., L, “Understanding the role ofrisk perception and health measures in ridesourcing usage in the post-COVID-19era”, Transportation Research PartA: Policy and Practice, Vol. 178, 2023, 103877. (SCIJCR-Q1, 影响因子:6.615)
14. Li, X, Z. Yang, X. Qian, Y. Guo*, C. Yang, “Investigatingthe impacts of property walking accessibility on housing affordability andequity: Evidence from Shanghai, China”, Journal of Urban Planning andDevelopment, Vol. 149, No. 4, 2023, 05023035. (SCI JCR-Q3, 影响因子:2.361)
15. Tang, T., Y. Guo*,H. Wang, X. Li, S. Agrawal, “Determinants of helmet use intention amonge-bikers in China: An application of the Theory of Planned Behavior, the HealthBelief Model, and the Locus of Control”, TransportationResearch Record, 2023, 03611981231176290 (SCI JCR-Q3, 影响因子:2.019)
16. Yang, Z., X. Li, Y. Guo*, X. Qian, “Understanding active transportationaccessibility's impacts on polycentric and monocentric cities' housing price”, Researchin Transportation Economics, Vol. 98, 101282. (SCI JCR-Q1, 影响因子:2.90)
17. Feng, F., X. Li., Y. Guo*, C. Cheng, “Understanding factors that impactridesourcing service usage frequency: A case study in Shanghai”, TransportationPlanning and Technology, Vol. 46, No. 4, 2023, 462-481. (SCIJCR-Q4, 影响因子:1.85)
18. Li, X., G. Xing, X. Qian, Y. Guo*, W. Wang, C. Cheng,“Subway station accessibility and its impacts on the spatial and temporalvariation of its outbound ridership”, Journal of Transportation EngineeringPart A-Systems, Vol. 148, No. 12, 2022, 04022106. (SCI JCR-Q4, 影响因子:1.93)
19. Guo, Y.*, X.Qian, T. Lei, S. Guo, L. Gong, “Modeling the preference of electric sharedmobility drivers in choosing charging stations”, Transportation ResearchPart D Transport and Environment, Vol. 110, 2022, 103399. (SCI JCR-Q1, 影响因子:7.041)
20. Guo, Y.*, S.Peeta, S. Agrawal, I. Benedyk. “Impacts of Pokémon GO on Route and Mode Choice Decisions: Exploring thePotential for Integrating Augmented Reality, Gamification and SocialInteractions in Mobile Apps to Influence Travel Decisions”, Transportation,Vol. 49, 2022, pp. 395–444. (SCIJCR-Q1, 影响因子:4.814)
21. Guo, Y.*,D. Souders, S. Peeta, I. Benedyk, S. Labi, Y. Li. “Paving the Way for Autonomous Vehicles: Understanding AutonomousVehicle Adoption and Vehicle Fuel Choice under User Heterogeneity”, TransportationResearch Part A: Policy and Practice, Vol. 154, 2021, pp. 364-398. (SCI JCR-Q1, 影响因子:6.615)
22. Guo, Y.*,S. Agrawal, S. Peeta,I. Benedyk. “Safety and HealthPerceptions of Location-based Augmented Reality Gaming App and Their Implications”,Accident Analysis & Prevention, 2021, 106354. (SCI JCR-Q1, 影响因子:6.376)
23. Guo, Y.*, H. Yu., G. Zhang, J. Ma. “Exploringthe Impacts of Travel-implied Policy Factors on COVID-19 Spread withinCommunities based on Multi-source Data Interpretations”, Health & Place,Vol. 69, 2021, 102538. (SSCI JCR-Q1, 影响因子:4.931)
24. Guo, Y.*, Y. Li, P. Ch. Anastasopoulos, S. Peeta,J. Lu. “China’s millennial cartravelers’ mode shift responses under congestion pricing and reward policies: Acase study in Beijing”, Travel Behaviour and Society, Vol. 23, 2021, pp.86-99. (SSCI JCR-Q2, 影响因子:5.85, 入选ESI高被引论文)
25. Tang, T., Y. Guo*, X. Zhou, S. Labi, S. Zhu. “Understanding electricbike riders' intention to violate traffic rules and accident proneness in China”,Travel Behaviour and Society, Vol. 23, 2021, pp. 25-38. (SSCIJCR-Q2, 影响因子:5.85, 入选ESI高被引论文)
26. Tang, T., Y. Guo*,Zhang, G., Wang, H., Shi, Q. “Understanding the Interaction between Cyclists’Traffic Violations and Enforcement Strategies: An Evolutionary Game-theoreticAnalysis”, International Journal of Environmental Research and Public Health,Vol. 17, No. 22, 2020, 8457. (SSCI JCR-Q1, 影响因子:4.614)
27. Guo, Y.*, J. Wang, S. Peeta, P. Ch. Anastasopoulos, “Personal andsocietal impacts of motorcycle ban policy on motorcyclists’ home-to-workmorning commute in China”, TravelBehaviour and Society, Vol. 19, 2020, pp. 135-150. (SSCI JCR-Q2, 影响因子:5.85, 入选ESI高被引论文)
28. Guo, Y., S. Peeta, “Impacts of personalizedaccessibility information on residential location choice and travel behavior”, Travel Behaviour and Society, Vol. 19,2020, pp. 99-111. (SSCI JCR-Q2, 影响因子:5.85, 入选ESI高被引论文)
29. Zheng, L., Y. Guo*, S. Peeta, B. Wu, “Impacts of informationfrom various sources on the evacuation decision-making process during no-noticeevacuations in campus environment”, Journalof Transportation Safety & Security, Vol. 12, No. 7, 2020. (SSCIJCR-Q3, 影响因子:2.825)
30. Guo, Y., J. Wang, S. Peeta, P. Ch.Anastasopoulos, “Impacts of internal migration, household registration system,and family planning policy on travel mode choice in China”, Travel Behaviour and Society, Vol. 13,2018, pp. 128-143. (SSCI JCR-Q2, 影响因子:5.85)
31. Guo, Y., S. Peeta, S. Somenahalli,“The impact of walkable environment on single-family residential propertyvalues”, Journal of Transport and LandUse, Vol. 10, No. 2, 2017, pp. 1-20.(SSCI JCR-Q4, 影响因子:2.739)
32. Zhu, S., Y. Guo*, J. Chen, D. Li, L.Cheng, “Integrating optimal heterogeneoussensor deployment and operation strategies for dynamic origin-destination demandestimation”, Sensors, Vol. 17, No. 8,2017, pp. 1767. (SSCI JCR-Q2, 影响因子:3.874)
33. Guo, Y., S. Peeta, F. Mannering, “Rail-truckmultimodal freight collaboration: a statistical analysis of freight-shipperperspectives”, Transportation Planningand Technology, Vol. 39, No. 5, 2016, pp. 484-506. (SSCI JCR-Q4, 影响因子:1.845)
34. Guo, Y., S. Agrawal, S. Peeta, S.Somenahalli, “Impacts of property accessibility and neighborhood built environmenton single-unit and multiunit residential property values”, Transportation Research Record, No. 2568, 2016, pp. 103-112. (SCIJCR-Q3, 影响因子:2.019)
35. Guo, Y., X. He, S. Peeta, J. Weiss, “Internal curing for concrete bridgedecks: integration of a social cost analysis in evaluation of long-term benefit”,Transportation Research Record, No.2577, 2016, pp. 17-24. (SCI JCR-Q3, 影响因子:2.019)
36. Guo, Y., S. Peeta, “Rail–truck multimodalfreight collaboration: truck freight carrier perspectives in the United States”,Journal of Transportation Engineering,Vol. 141, No. 11, 2015, pp. 1-11. (SCI JCR-Q3, 影响因子:1.93)

文件上传中...