登录TOPS×

*


*

验证码加载中……

请先拖动验证码到相应位置


——  孙  剑  教  授  课  题  组  ——

首页 » 走进TOPS » 组内成员 » 正文

田野 副教授

田野 副教授

性别 男 出生年月 1988-01
最终学历 博士 职称 副教授
E-mail tianye(at)tongji(dot)edu(dot)cn

阅读()

 个人简介 

浙江建德人，2010年毕业于浙江大学土木工程系，2015年获美国亚利桑那大学交通工程专业博士学位，2020年12月起任同济大学交通运输工程学院副教授。主持纵向项目十余项，其中包括国自然优青项目/面上项目/青年项目、科技部重大项目课题一项，主持与腾讯、上汽等行业领军企业的横向课题。研究成果包括SCI/SSCI论文50余篇（包括一作/通讯作者Transportation Research Part A/B/C/D/E, IEEE Trans论文16篇），获中国交通运输协会科学技术奖一等奖（排1），获上海市技术发明奖一等奖（排2），任智能交通国际顶刊IEEE Transactions on ITS副主编。研发中观交通仿真软件DynusT，研发自动驾驶共性关键技术测试服务平台OnSite（平台网址、基金委报道）。

 招生信息 

每年2-3个博/硕士指标，欢迎对自动驾驶、可靠性测试、运筹学、博弈论、行为心理学等方向感兴趣的同学报考，师生共同构建“人融智涌”科学研究新局面。

意向学生可直接联系tianye(at)tongji.edu.cn。

 主要研究方向 

   自动驾驶仿真测试

    • 测试自动化/测试场景生成/驾驶行为分析

   中观交通系统仿真

    • 主动出行需求管理/出行行为分析/动态交通分配/仿真优化

 教育经历 

  • 2010/08-2015/08，美国亚利桑那大学，土木工程与工程力学学院，博士（导师：Dr. Yi-Chang Chiu）

  • 2006/09-2010/06，浙江大学，建筑工程学院，土木工程系（主修），学士（毕业成绩：1/160，荣誉：浙江大学本科生竺可桢奖学金提名（18/~6000））

  • 2007/09-2010/06，浙江大学，竺可桢学院，工程教育高级班（辅修）

 工作经历 

  • 2020/12至今，同济大学交通运输工程学院副教授

  • 2018/05-2020/12，同济大学高等研究院副研究员

  • 2017/04-2018/05，美国德克萨斯州奥斯丁Metropia Inc.交通数据分析师及交通管理中心事务部主管

  • 2015/09-2017/04，美国德克萨斯州奥斯丁Metropia Inc运营工程师及交通管理中心事务部主管

  • 2014/05-2015/09，美国德克萨斯州奥斯丁Metropia Inc.实习运营工程师

  • 2010/08-2014/04，美国亚利桑那大学土木工程与工程力学学院研究助理

  • 2010/03-2010/06，浙江大学城乡规划设计研究院实习工程师

 专著或章节 

  • 《自动驾驶虚拟仿真测试评价理论与方法》孙剑，田野，余荣杰著，科学出版社，2022

  • 《未来城市交通预判2035年愿景》第5章《汽车的新能源化和智能化趋势及其影响》 汪光焘著，中国建筑工业出版社，2020（专著章节）

 主持纵向项目 

  • 国家自然科学基金委 优秀青年基金项目（52422215）：“自动驾驶仿真测试”，200万元，2025.1-2027.12

  • 科技创新2030-“新一代人工智能”重大项目（2022ZD0115602）：“交通系统全息感知与可计算模型构建”，325万元，2022.12-2025.11

  • 国家重点研发计划子课题（2021YFB2501202-4）：“自动驾驶多维度加速测试技术”，160万元，2022.1-2025.12

  • 上海科委软科学项目（22692192400）：“上海市应对重大突发公共卫生事件决策支持平台及应急响应机制”，5万元，2022.3-2023.2

  • 国家自然科学基金委 面上项目（52172391）：“面向自动驾驶决策规划的测试场景生成与测评方法研究”，63万元，2022.1-2025.12

  • 国家自然科学基金委 青年项目（52002279）：“基于奖励的交通需求管理奖励机制设计与方案优化研究”，24万元，2021.1-2023.12

  • 城市公共交通智能化交通运输行业重点实验室开放课题（202001）：“基于核心数据基础的城市道路交通中观动态仿真系统关键技术应用研究”，4.5万元，2020.9-2022.8

  • 上海科委软科学项目（19692108700）：“基于大数据的上海市域路网动态交通分配建模研究”，8万元，2019.10-2020.9

  • 上海科委科技创新行动计划子课题（19DZ1208803）：“城市综合交通宏中微一体化仿真关键技术”，30万元，2019.10-2022.9

  • 上海科委“扬帆人才”计划（19YF1451200）：“自动驾驶汽车高风险场景加速测试方法研究”，20万元，2019.5-2022.4

  • 国家重点研发计划子课题（2018YFB1600805-3）：“IVIS加速测试与泛化能力提升”，75万元，2019.5-2022.4

  • 同济大学青年人才培养计划（22120180622）：“精细化交通软政策对通勤者出行作用机理与政策优化研究”，5万元，2019.5-2020.4

  • 外省市协作项目：华南理工大学开放课题：“自动驾驶与城市空间重构”，5万元，2018.12-2020.12

 主持横向项目 

  • 上海汽车工业科技发展基金会项目（1922）：“面向智能驾驶SIL/HIL仿真测试的场景加速方法研究”，2019.10-2020.11

  • 腾讯公司咨询项目：“中观动态在线车辆路径识别、动态OD反推和基于用户行为的路径分配”，2020.10-2021.9

  • 广州市城市规划勘测设计研究院：“广州市交通拥堵诊断和特殊事件交通决策中观仿真模型”，2022.4-2023.3

 科技奖励 

  • 上海市政府，技术发明一等奖（排2），2023，“自动驾驶汽车虚实融合测评关键技术与系统装备”

  • 上海市交通工程学会，交通科技英才奖，2023

  • 广东省政府，技术进步一等奖（排9），2023，“城市交通智能体建模与多模式融合演化计算关键技术”

  • 中国交通运输协会，科学技术奖一等奖（排1），2022，“大规模城市交通系统中观建模仿真技术及工程应用”

  • 同济大学，优秀硕士毕业论文指导老师，2021

  • 上海市科委， “杨帆人才”计划，2019

 期刊论文 

  • 自动驾驶仿真测试&自动驾驶规划决策

  1. Liu Y, Zhao X, Sun J, Tian Y* (2024) Sociality Probe: Game-Theoretic Inverse Reinforcement Learning for Modeling and Quantifying Social Patterns in Driving Interaction, IEEE Transactions on Intelligent Transportation Systems (SCI, IF=9.551, doi:10.1109/TITS.2024.3461162)

  2. Huang Y, Tian Y*, Sun J (2024) A Bayesian Optimization Method for Finding the Worst-case Scenarios of Autonomous Vehicles, IEEE Transactions on Intelligent Transportation Systems  (SCI, IF=9.551, doi:10.1109/TITS.2024.3490616)

  3. 孙剑，黄龑，田野*，余荣杰，赵晓聪 (2024) 自动驾驶测试公共服务平台构建技术及应用，中国公路学报37(8):248-258 (EI, doi:10.19721/j.cnki.1001-7372.2024.08.021)

  4. Mei Y, Nie T, Sun J, Tian Y* (2024) Bayesian Fault Injection Safety Testing for Highly Automated Vehicles with Uncertainty, IEEE Transactions on Intelligent Vehicles (IF=14.0, doi:10.1109/TIV.2024.3401051)

  5. Tian Y, Fu A, Zhang H, Tang L, Sun J (2024) Accelerated Verification of Autonomous Driving Systems based on Adaptive Subset Simulation,  IEEE Transactions on Intelligent Vehicles (IF=14.0, doi:10.1109/TIV.2024.3449947)

  6. Zhang H, Sun J, Tian Y* (2023) Accelerated Risk Assessment for Highly Automated Vehicles: Surrogate-based Monte Carlo Method, IEEE Transactions on Intelligent Transportation Systems (SCI, IF=9.551, doi:10.1109/TITS.2023.3335104)

  7. 王之中*，田野，孙剑，黄龑，余荣杰 (2023) 自动驾驶测试公共服务平台建设与思考，交通运输工程学报 23(06) (EI,doi:10.19818/j.cnki.1671-1637.2023.06.001)

  8. Huang Y, Ye Y, Sun J, Tian Y* (2023), Characterizing the Impact of Autonomous Vehicles on Macroscopic Fundamental Diagrams, IEEE Transactions on Intelligent Transportation Systems (SCI, IF=9.551, doi:10.1109/TITS.2023.3265647)

  9. Chen Q, Zhang H, Zhou H, Sun J, Tian Y* (2023) Adaptive Design of Experiments for Fault Injection Testing of Highly Automated Vehicles, IEEE Intelligent Transportation Systems Magazine (SCI, IF=3.6, doi:10.1109/MITS.2023.3303474)

  10. Zhang H, Sun J, Tian Y* (2023) Accelerated Safety Testing for Highly Automated Vehicles: Application and Capability Comparison of Surrogate Models, IEEE Transactions on Intelligent Vehicles (SCI, IF=8.5, doi:10.1109/TIV.2023.3319158)

  11. Shao Y, Sun J, Kan Y, Tian Y* (2022) Operation of Dedicated Lanes with Intermittent Priority on Highways: Conceptual Development and Simulation Validation, Journal of Intelligent Transportation Systems: Technology, Planning, and Operations (SCI, IF=3.839, doi:10.1080/15472450.2022.2101110)

  12. Sun J, Zhang H, Zhou H, Yu R, Tian Y* (2021) Scenario-Based Test Automation for Highly Automated Vehicles: A Comprehensive Review and Pave the Way for Systematic Safety Assurance, IEEE Transactions on Intelligent Transportation Systems (SCI, IF=6.492, doi:10.1109/TITS.2021.3136353)

  13. Sun J, Zhou H, Xi H, Zhang H, Tian Y* (2021) Adaptive Design of Experiments for Safety Evaluation of Automated Vehicles, IEEE Transactions of Intelligent Transportation Systems (SCI, IF=6.492, doi:10.1109/TITS.2021.3130040)

  14. Fu Q, Tian Y*, Sun J (2021) Modeling and Simulation of Dynamic Lane Reversal Using a Cell Transmission Model, Journal of Intelligent Transportation Systems: Technology, Planning, and Operations (SCI, IF=4.277, doi:10.1080/15472450.2021.1973898)

  15. Sun J, Qi X, Xu Y, Tian Y* (2020) Vehicle Turning Behavior Modeling at Conflicting Areas of Mixed-Flow Intersections Based on Deep Learning, IEEE Transactions on Intelligent Transportation Systems 21(9), 3674-3685. (SCI, IF=5.774, doi:10.1109/TITS.2019.2931701)

  16. 余荣杰，田野，孙剑* (2020) 高等级自动驾驶汽车虚拟测试：研究进展与前沿，中国公路学报，第33卷（EI）


  • 主动出行需求管理

  1. 付全路，肖琳*，田野，孙剑*(2024)基于交互实验的长时拼车决策演变及非理性行为，交通运输工程与信息学报

  2. Xiao L, Wu J, SunJ, Tian Y*, (2024) Money is Power: Carpooling Stimulus with Evidence from an Interactive Long-term Laboratory Experiment, Transport Policy (SCI, IF=6.8, doi: 10.1016/j.tranpol.2024.04.013)

  3. Xiao L, Wu S, Liao J, Sun J, Tian Y* (2024) Understanding the Attitudes of Travelers towards Incentive-based Travel Demand Management Strategies in Suzhou, China, Travel Behavior & Society (SCI, IF=5.2, doi:10.1016/j.tbs.2024.100752)

  4. Wu J, Sun J, Tian Y*, Zhang HM, Wang Y (2023) Public or Private? Optimal Organization for Incentive-Based Travel Demand Management, Transportation Research Part E: Logistics and Transportation Review (SCI, IF=10.047, doi:10.1016/j.tre.2023.103137)

  5. 吴纪龑，孙剑，李政，田野* (2023) 市场渗透率约束下的拼车奖励方案优化模型，华南理工大学学报（自然科学版）

  6. Wu J, Tian Y*, Sun J (2023) Manage Carpooling Using Incentives, Research in Transportation Economic 101:101349 (SCI, IF=3.8, doi:10.1016/j.retrec.2023.101349)

  7. Xiao L, Wu J, Tian Y*, Sun J (2023) Collaborate or compete? Time-varying incentives versus tolling in a parallel bottleneck, Journal of Advanced Transportation (SCI, IF=2.249, doi:10.1155/2023/6402531)

  8. Tian Y, Li Y*, Sun J (2022) Stick or Carrot for Travel Demand Management? Evidence from an Experimental Economics, Transportation Research Part A: Policy and Practice 160, 235-254. (SCI, IF=5.594, doi:10.1016/j.tra.2022.04.010)

  9. Liu Y, Li Y, Qin G, Tian Y*, Sun J (2022) Understanding the Behavioral Effect of Incentives on Departure Time Choice Using Inverse Reinforcement Learning, Travel Behavior & Society 29, 113-124. (SCI, IF=4.983, doi:10.1016/j.tbs.2022.06.006)

  10. Lin X, Wu J, Tian Y*, Sun J, Lei C, Fang Y (2021) Optimizing Budget Allocation for Incentive-Based Active Travel Demand Management Solutions, Transportation Research Record (SCI, IF=1.560, doi:10.1177/03611981211025512)

  11. Tian Y, Li Y, Sun J, Ye J* (2021) Characterizing the Effect of Monetary Incentives on App Usage and Departure Time Choice, Transport Policy 105, 94-102. (SCI, IF=3.382, doi:10.1016/j.tranpol.2021.03.003)

  12. Li T, Chen P, Tian Y* (2021) Personalized Incentive-Based Peak Avoidance and Driving Time-Savings, Transport Policy 100, 68-80. (SCI, IF=3.382, doi:10.1016/j.tranpol.2020.10.008)

  13. Sun J, Wu J, Xiao F, Tian Y*, Xu X (2020) Manage Bottleneck Congestion with Incentives. Transportation Research Part B: Methodological 134, 143-166. (SCI, IF=4.796, doi:10.1016/j.trb.2020.01.010)

  14. Tian Y, Chiu Y-C, Sun J (2019) Understanding behavioral effects of tradable mobility credit scheme: An experimental economics approach, Transport Policy 81, 1-11. (SCI, IF=3.382, doi:10.1016/j.tranpol.2019.05.019)

  15. Tian Y, Chiu Y-C (2015) Day-to-Day Market Power and Efficiency in Tradable Mobility Credits.International Journal of Transportation Science and Technology 4 (3), 209-228 (doi:10.1260/2046-0430.4.3.209)


  • 仿真优化

  1. Fu Q, Wu J, Wu X, Sun J, Tian Y* (2024) Managing Network Congestion with Link-based Incentives: A Surrogate-based Optimization Approach. Transportation Research Part A: Policy and Practice 182:104033 (SCI, IF=6.4, doi: 10.1016/j.tra.2024.104033)

  2. Li Z, Tian Y*, Sun J, Lu X, Kan Y (2022) Simulation-Based Optimization of Large-Scale Dedicated Bus Lanes Allocation: Use Machine Learning Surrogates to Improve Optimization Efficiency. Transportation Research Part C: Emerging Technologies 143:103827(SCI, IF=9.022, doi:10.1016/j.trc.2022.103827)


  • 中观交通仿真&动态交通分配

  1. 孙剑*，田野，任刚 (2023) 交通系统仿真技术发展趋势与展望，前瞻科技 Vol2, Issue3, doi: 10.3981/j.issn.2097-0781.2023.03.007

  2. Tian Y*, Chiu Y-C (2021) Simulation-Based Dynamic Traffic Assignment with Continuously Distributed Value of Time for Heterogeneous Users, Transportation Research Record (SCI, IF=1.560, doi:10.1177/03611981211044726)

  3. Tian Y, Chiu Y-C, Sun J, Chai C (2020) Sunsetting Skim Matrices: A Trajectory-Mining Approach to Derive Travel Time Skim Matrix in Dynamic Traffic Assignment for Activity-based Model Integration.Journal of Transport and Land Use 13(1): 413-428 (SCI, IF=2.143, doi:10.5198/jtlu.2020.1551)

  4. Li Y, Zhu L, Sun J, Tian Y* (2019) Generating a Spatiotemporal Dynamic Map for Traffic Analysis Using Macroscopic Fundamental Diagram.Journal of Advanced Transportation 2019: 9540386. (SCI, IF=1.983, doi:10.1155/2019/9540386)

  5. Tian Y, Chiu Y-C (2014) A Variable Time-discretization Strategies-based, Time-dependent Shortest Path Algorithm for Dynamic Traffic Assignment.Journal of Intelligent Transportation Systems 18 (4), 339-351. (SCI, IF=2.568, doi:10.1080/15472450.2013.806753)

  6. Tian Y, Chiu Y-C (2012) On the concept and numerical analysis for adaptive traffic simulation.Transportation Research Record 2316, 132-139. (SCI, IF=0.748, doi:10.3141/2316-15)

  7. Kim S, Son Y-J, Tian Y, Chiu Y-C, Yang D (2017) Cognition-Based Hierarchical En-Route Planning for Multi-Agent Traffic Simulation. Expert Systems with Applications 85，335-347 (SCI, IF=4.577, doi:10.1016/j.eswa.2017.05.045)


  • 驾驶行为分析&微观交通仿真

  1. Liu H, Tian Y, Wang D, Sun J* (2022) An Exploration of Data-Driven Microscopic Simulation for Traffic System and Case Study of Freeway, Transportmetrica B: Transport Dynamics (SCI, IF=3.03, doi:10.1080/21680566.2022.2064361)

  2. Xiao Q, Ni Y, Xu Y, Tian Y, Wang J, Sun J* (2021) Autonomous Vehicles’ Car-following Drivability Evaluation Based on Driving Behavior Spectrum Reference Model, Transportation Research Record (SCI, IF=0.746, doi:10.1177/0361198121994857)

  3. Song Z, Wang H, Sun J, Tian Y* (2020) Evaluating Safety and Environmental Impact Using Micro-Simulations: Experimental Findings with VISSIM and TransModeler. Transportation Research Record 2674(8), 566-580. (SCI, IF=0.746, doi:10.1177/0361198120925077)

  4. Liu Q, Sun J, Tian Y* (2020) Modeling and Simulation of Overtaking Events by Heterogeneous Non-Motorized Vehicles on Shared Roadway Segments. Simulation Practice and Application 103: 102072. (SCI, IF=2.426, doi:10.1016/j.simpat.2020.102072)

  5. Liu Q, Sun J, Tian Y*, Ni Y, Yu S (2019) Modeling and Simulation of Nonmotorized Vehicles’ Dispersion at Mixed Flow Intersections. Journal of Advanced Transportation 2019: 9127062. (SCI, IF=1.983, doi:10.1155/2019/9127062)

  6. Liu Q, Sun J, Tian Y, Ni Y (2019) Modeling and Simulation of Cross-Line Overtaking Behavior of Non-Motorized Vehicles at Mixed Flow Intersection. Journal of Tongji University (Natural Science), 2019,47(11):1585-1592（EI）


  • 交通大数据分析

  1. Chen X, Qin GY, Seo T, Tian Y, Sun J* (2024) A Macro-Micro Approach to Reconstructing Vehicle Trajectories on Multi-Lane Freeways with Lane Changing, Transportation Research Part C: Emerging Technologies 160:104534 (SCI, IF=8.3, doi:10.1016/j.trc.2024.104534)

  2. Chen X, Yin J, Tang K, Tian Y, Sun J* (2022) Vehicle Trajectory Reconstruction at Signalized Intersections Under Connected and Automated Vehicle Environment, IEEE Transactions of Intelligent Transportation Systems(SCI, IF=6.492, doi:10.1109/TITS.2022.3150577)

  3. Zhang H, Sun J, Tian Y* (2020), The impact of socio-demographic characteristics and driving behaviors on fuel efficiency, Transportation Research Part D: Transport and Environment 88: 102565. (SCI, IF=4.577, doi:10.1016/j.trd.2020.102565)

  4. Yu R, Wang Y, Quddus M, Li J, Wang X, Tian Y* (2020) Investigating Vehicle Roadway Usage Patterns on the Shanghai Urban Expressway System and Their Impacts on Traffic Safety.International Journal of Sustainable Transportation (SCI, IF=2.586, doi:10.1080/15568318.2020.1722869)

  5. Sun J, Dong H, Qin G, Tian Y* (2020) Quantifying the Impact of Rainfall on Taxi Hailing and Operation.Journal of Advanced Transportation2020: 7081628. (SCI, IF=1.983, doi:10.1155/2020/7081628)

  6. Mei Z, Tian Y, Li D (2012) Analysis of Parking Reliability Guidance of Urban Parking Variable Message Sign System. Mathematical Problems in Engineering2012:128379. (SCI, IF=1.179, doi:10.1155/2012/128379)

  7. Mei Z, Tian Y (2011) Optimized combination model and algorithm of parking guidance information configuration. EURASIP Journal on Wireless Communications and Networking 2011:104 (SCI, IF=1.592, doi:10.1186/1687-1499-2011-104)

会议论文

  1. Mei Y, Nie T, Sun J, Tian Y* (2024), High-Dimensional Fault Tolerance Testing of Highly Automated Vehicles Based on Low-Rank Models, 27th IEEE International Conference on Intelligent Transportation Systems (ITSC), Edmonton, Canada.

  2. Ye Y, Zhang H*, Tian Y, Sun J, Meinke K (2024), Flow to Rare Events: An Application of Normalizing Flow in Temporal Importance Sampling for Automated Vehicle Validation, 2024 IEEE International Automated Vehicle Validation Conference (IAVVC), Pittsburgh, PA, USA

  3. Liu L, Liu Y, Tian Y, Zhang H* (2024), Should Altruistic Deception of HAVs be Permitted? A Case Study of Unprotected Left Turns under EHMI Application, 35th IEEE Intelligent Vehicles Symposium, Jeju, Korea.

  4. Liu Y, Zhao XC, Tian Y*, Sun J (2024), Modeling Social Interaction Behaviors and Measuring Driving Sociality in Strong Interactive Scenarios, 103rd Annual Meeting of Transportation Research Board, Washington, DC.

  5. Kong R, Mei Y, Tian Y, Sun J, Zhang H* (2024), Accelerated Fault Injection Testing of Highly Automated Vehicles Based on Knowledge-augmented Dynamic Bayesian Network, 103rd Annual Meeting of Transportation Research Board, Washington, DC.

  6. Fu A, Zhang H, Tang L, Tian Y* (2024), Accelerated Verification of Autonomous Driving Systems based on Subset Simulation, 103rd Annual Meeting of Transportation Research Board, Washington, DC.

  7. Liu L, Liu Y, Sun J, Tian Y, Zhang H* (2024), Impact of EHMI on Alleviation of Human-Machine Conflict - Taking Unprotected Left Turn Scenario as an Example, 103rd Annual Meeting of Transportation Research Board, Washington, DC.

  8. Mei Y, Li Z, Tian Y, Sun J, Fu Q, Tang J* (2023), Simulation-Based Optimization of Variable Speed Limit Control Strategy at Freeway Recurrent Bottlenecks, 102nd Annual Meeting of Transportation Research Board, Washington, DC.

  9. Zheng W, Zhang H, Tian Y*, Wang D (2023), Accelerated Training of Autonomous Vehicles: A Dual Evolution Approach, 102nd Annual Meeting of Transportation Research Board, Washington, DC.

  10. Fu A, Tian Y*, Wang D (2023), Accelerated Falsification and Verification of Autonomous Driving Systems in Sophisticated Simulation Environment, 102nd Annual Meeting of Transportation Research Board, Washington, DC.

  11. Zhang, H., Sun, J., Tian, Y.* (2022), Accelerated Testing for Highly Automated Vehicles: A Combined Method Based on Importance Sampling and Normalizing Flows, The 25th IEEE Intelligent Transportation Systems Conference (IEEE ITSC), Macau, China.

  12. Zhang, H., Zhou, H., Sun, J., Tian, Y.* (2022), Risk Assessment of Highly Automated Vehicles with Naturalistic Driving Data: A Surrogate-based Optimization Method, The 33rd IEEE Intelligent Vehicles Symposium (IEEE IV), Aachen, Germany.

  13. Chen, Q., Zhang, H., Zhou, H., Sun, J., Tian, Y.* (2021), Adaptive Design of Experiments for Fault Injection Testing of Highly Automated Vehicles, 101st Annual Meeting of Transportation Research Board, Washington, DC.

  14. Tang, L., Zhang, D., Tian, Y., Sun, J.* (2021), Parallel Computing-based Calibration for Microscopic Traffic Simulation Model, 101st Annual Meeting of Transportation Research Board, Washington, DC.

  15. Huang, Y., Ye, Y., Tian, Y., Sun, J.* (2021), Research on the Macroscopic Fundamental Diagram of Mixed Traffic with Manual Vehicles and Autonomous Vehicles, 101st Annual Meeting of Transportation Research Board, Washington, DC.

  16. Qiu, S., Zhao, X., Tian, Y., Sun, J.* (2021), A Latent Lane Changing Intention Recognition Method Based on Semi-supervised Learning, 101st Annual Meeting of Transportation Research Board, Washington, DC.

  17. Zhao, X., Tian, Y., Sun, J.* (2021), Yield or Rush? Social-Preference-Aware Driving Interaction Modeling Using Game-Theoretic Framework, The 24th IEEE International Conference on Intelligent Transportation Systems (ITSC).

  18. Li, Y., Tian, Y.*, Liu, Y. (2021), Stick or Carrot for Traffic Demand Management? Evidence From Experimental Experiment, World Transportation Convention, Xi’an, China.

  19. Qi, X., Sun, J., Xu, Y., Ni, Y., Tian, Y. (2021), Autonomous Vehicles’ Car-following Drivability Evaluation Based on Driving Behavior Spectrum Reference Model, 100th Annual Meeting of Transportation Research Board, Washington, DC.

  20. Lin, X., Wu, J., Sun, J., Tian, Y.*, Optimizing Budget Allocation for Incentive-Based Active Traffic Demand Management Solutions, 100th Annual Meeting of Transportation Research Board, Washington, DC.

  21. Jian Sun, Huajun Zhou, He Zhang, Ye Tian*, Qinghui Ji (2020). Adaptive Design of Experiments for Accelerated Safety Evaluation of Automated Vehicles. The 23rd IEEE International Conference on Intelligent Transportation Systems (ITSC).

  22. Tian, Y., Y.-C, Chiu (2020). Simulation-based dynamic traffic assignment with continuously distributed value of time for heterogeneous users. The 8th International Symposium On Dynamic Traffic Assignment, Seattle, WA.

  23. Zhang, H., Y. Tian*(2020). Influences on Fuel Consumption: The Impact of Driver’s Socio-Demographic Characters. CICTP 2020. Xi’an, China.

  24. Fu, Q., Y. Tian*(2020). An Agent-Based Model for Joint Route and Departure Time Choice under Incentive-Based Traffic Demand Management. CICTP 2020. Xi’an, China.

  25. Song, Z., H. Wang, J. Sun andY. Tian*(2020). Evaluating Environmental and Safety Impact Using Micro-Simulations: Experimental Findings with VISSIM and TransModeler. 99th Annual Meeting of Transportation Research Board. Washington, DC.

  26. Li, W., H. Zhang, W. Tang, Y. Yang and Y. Tian*(2020). Modeling and Simulation of Dynamic Lane Reversal Using Cell Transmission Model. 99th Annual Meeting of Transportation Research Board, Washington, DC.

  27. Zhu, L., Y. Li, Y. Tian*and J. Sun (2019). A Scale-Dynamic Network Abstraction Approach for Traffic Analysis. CICTP 2019: 4696-4708. Nanjing, China.

  28. Wu, Z., Y. Yang, G. Tan andY. Tian*(2019). A Lane-Level Vehicle Positioning Method Based on Fusion of MM and RSSI-DR for VANET Environment. CICTP 2019: 2187-2198. Nanjing, China.

  29. Wu, J.,Y. Tian*and J. Sun (2019). A Bilevel Programming Framework for Determining the Optimal Incentive-Based Traffic Demand Management Strategy. CICTP 2019, Nanjing, China.

  30. Tian, Y., Y.-C. Chiu and J. Sun (2019). A Trajectory-Mining Approach to Derive Travel Time Skim Matrix in Dynamic Traffic Assignment. CICTP 2019: 4412-4423, Nanjing, China.

  31. Tian, Y., Y.-C. Chiu (2018). “An Online Interactive Experiment to Evaluate Tradable Mobility Credit Strategies”, The 7th International Symposium On Dynamic Traffic Assignment, Hong Kong, China.

  32. Holden, J., Wood, E., Zhu, L., Gonder, J., Tian, Y., “Development of a Trip Energy Estimation Model Using Real-World Global Positioning System Driving Data”, ITS World Congress 2017, Montreal, Canada.

  33. Tian, Y., Zmud, M., Chiu, Y.-C., Carey, D., Dale, J., Smarda, D., Lehr, R., James, R., “Quality Assessment of Social Media Traffic Reports-A Field Study in Austin, Texas”, Transportation Research Board 94th Annual Meeting, 2015.

  34. Kim, S., Xi, H., Tian, Y., Son, Y.-J., Chiu, Y.-C., Yang, C., “Drivers' En-Route Divergence Behavior Modeling Using Extended Belief-Desire-Intention (E-BDI) Framework”, Proceedings of the Winter Simulation Conference, 344-355, 2014

  35. Kim, S., Son, Y.-J., Tian, Y., Chiu, Y.-C., Yang, C., “Hierarchical En-Route Planning under the Extended Belief-Desire-Intention (E-BDI) Framework”, IIE Annual Conference Proceedings, 547, 2014.

  36. Tian, Y., Chiu, Y.-C. “On the Day-to-Day Market Power and Efficiency in Tradable Mobility Credits”, Transportation Research Board 94th Annual Meeting, 2015.

  37. Kim, S., Xi, H., Tian, Y., Son, Y.-J., Chiu, Y.-C., Yang, C., “Hierarchical En-Route Planning under the Extended Belief-Desire-Intention (BDI) Framework”, Transportation Research Board 93rd Annual Meeting, 2014.

  38. Tian, Y., Chiu, Y.-C. “Computational Efficient Approach to Retaining Zone Pair Travel Time Information in Dynamic Traffic Assignment for Activity-Based Model Integration”, Transportation Research Board 93rd Annual Meeting, 2014.

  39. Tian, Y., Lin, W.-H., “An Enhanced Forward Dynamic Programming Approach for the Lot Size Problem with Time-Dependent Demand”, 18th International Conference of Hong Kong Society for Transportation Studies (HKSTS), Dec 2013.

  40. Tian, Y., Chiu, Y.-C. “A Variable Time Discretization Based Time-dependent Shortest Path Algorithm–Experience with Simulation-based Dynamic Traffic Assignment Model”, Transportation Research Board 91st Annual Meeting, 2012.

  41. Noh, H., Khani, A., Hickman, M., Tian, Y., Chiu, Y.-C., Villalobos, J., “Integrated Vehicle and Passenger Simulation Model Considering a Multimodal Transportation Network”, 2012 Innovations in Traffic Modeling (ITM).

  42. Tian, Y., Chiu, Y.-C. “On the Concept and Numerical Analysis for Adaptive Traffic Simulation”, Transportation Research Board 91st Annual Meeting, 2012.

  43. Tian, Y., Chiu, Y.-C. “Anisotropic Mesoscopic Traffic Simulation Approach to Support Large-Scale Traffic and Logistic Modeling and Analysis”, Winter Simulation Conference, Dec. 2011, Phoenix, AZ.

专利

  • 基于宏观交通流基本图的自适应交通分析路网简化方法（ZL201910114744.9）

  • 基于自然驾驶实验的智能汽车交通场景事件链重构方法（ZL202011626607.2）

  • 虚拟测试场景构建方法及装置（202010917524.2）

  • 一种生成车辆交通场景的方法和装置、训练方法和装置（202011562991.4）

  • 智能网联驱车快速路专用道管控方法、系统及存储介质（ZL202210406585.1）

  • 一种基于偏最小二乘Kriging模型的路径诱导方法（ZL202210405251.2）

软件著作权

  1. 高等级自动驾驶汽车虚拟仿真测试服务系统（HAV-SAAS），2020SR1131490

  2. 智能网联汽车测试场景识别提取与还原重估软件（iScenario），2020SR1189269

  3. 基于自适应搜索的智能车加速测试系统（HAV-ACC），2021SR0653745

  4. 高快速路干扰交通流仿真软件（HITFS），2021SR0648860

  5. 城市主次干道机-非-人常态交通流及干扰行为仿真模拟软件（CAVUBSIM），2021SR0648887

  6. 基于智能体建模的路径选择软件（ABMS Route Choice）, 2021SR0653404

  7. 动态交通分配OD反推软件（SBDTA-ODME），2021SR1587678

国际期刊审稿

  • IEEE Transactions on Intelligent Transportation Systems 副主编 (Associate Editor)

  • Transportation Research Part D: Special Issue Editor

  • Automotive Innovation: Special Issue Editor

  • Journal of Advanced Transportation: Special Issue Editor

  • Nature Communications, Transportation Science, Transportation Research Part B/C/D等二十余个SCI期刊审稿经验


毕业生去向

  • 李宇迪（21硕，TUV南德）

  • 周华骏（22硕，杭州市公安局）

  • 陈秋冰（23硕，文远智行）

  • 邵英豪（23硕，江西省政府）

  • 李  政（23硕，威斯康辛大学麦迪逊分校）

  • 吴纪龑（24博，大连理工大学经管学院讲师）

  • 吴学绵（24硕，上海交通大学）

  • 傅澳晖（24硕，华为）


最近更新：2023年8月22日

友情链接 TRB 交通运输部 同济大学 交通运输工程学院

 LOGO

电话：021-69583650  管理员邮箱：2015qgy@tongji.edu.cn  
地址：上海市曹安公路4800号同济大学交通运输工程学院A440  邮编：201804

Creative Commons License TOPS课题组 页面浏览465,829次/访客70,123人次