• （1）国家自然科学基金委员会，青年科学基金项目，52502381，驾驶模拟器的有效性和可信度标准化验证研究，2026-01-01至2028-12-31，在研，主持
• （2）中央高校基本科研基金，模拟驾驶行为的有效性验证，22120240086，结题，主持
• （3）中央高校基本科研基金，不同仿真度下的驾驶模拟器实验有效性研究，22120230407，结题，主持
• （4）国家自然科学基金委员会，面上项目，52572381，驾驶人认知信息流驱动的农村公路行车环境安全效能解析与优化设计，2026-01-01至2029-12-31，在研，参与
• （5）国家自然科学基金委员会，面上项目，52472351，新型混合交通流环境下快速道路交互行为建模与优化控制，2025-01-01至2028-12-31，在研，参与
• （6）国家自然科学基金委员会，面上项目，52272320，新型混合交通流背景下交通适驾性影响机理及改善对策研究，2023-01-01至2026-12-31，在研，参与
• （7）国家自然科学基金委员会，面上项目，52272313，人机混驾环境下车-车交互机制解析、实验与优化，2023-01-01至2026-12-31，在研，参与

期刊论文：

[1] Zhao C, Zhang S*, Lyu Y, Zhang Z. Deriving workload from driving behavior and psycho-physiology in work zones[J]. Accident Analysis and Prevention, 2025. (Q1 in Social Sciences and Transportation)

[2] Kaltenbronn J, Jin P, Shu X, Sun C, Zhang S*. Simulator and microsimulation study of transportation network company pickup/dropoff area designs[J]. Transportation Research Record: Journal of the Transportation Research Board, 2023, 2678(3): 625-636. (Q2 in Transportation Science & Technology)

[3] Zhang S, Zhao C*. Hub Traveler Guidance Signage Evaluation via Panoramic Visualization Using Entropy Weight Method and TOPSIS[J]. Applied Sciences, 2024, 14(19): 8968. (Q1 in Engineering, Multidisciplinary)

[4] Zhang S, Zhang Z, Zhao C*. A Method of Intelligent Driving-Style Recognition Using Natural Driving Data[J]. Applied Sciences, 2024, 14(22): 10601. (Q1 in Engineering, Multidisciplinary)

[5] Zhang S, Zhao C*, Zhang Z, Lyu Y. Driving Simulator Validation Studies: A Systematic Review[J]. Simulation Modelling Practice and Theory, 2025, 138. (Q1 in Computer Science, Software Engineering)

[6] Zou Y, Chen Y*, Xu Y, Zhang H, Zhang S*. Short-term freeway traffic speed multistep prediction using an iTransformer model[J]. Physica A: Statistical Mechanics and its Applications, 2024, 655: 129059. (Q2 in Physics, Multidisciplinary)

[7] Zhang T, Zou Y, Wang Y, Zhang S*, Zhang Y*, et al. A multi-objective route-searching strategy balancing fuel consumption and crash risks[J]. Displays, 2025, 90: 102765. (Q2 in Computer Science, Hardware & Architecture)

[8] Lu Y, Zhang Y, Aah J, Zhang S*, Zou Y*. Analyzing continuous lane-changing behavior using freeway drone dataset[J]. Journal of Intelligent Transportation Systems, 2025, 1-16. (Q2 in Transportation Science & Technology)

[9] Hu Q, Zou Y, Wu S *, Zhang S*, Zhang Y, Wu L. Exploring the Impact of Climate Change on Road Fatalities: A Macroscopic Panel Data Analysis[J]. Journal of Advanced Transportation, 2025, 4693354. (Q2 in Transportation Science & Technology)

[10] Feng Y†, Ke Y†, Zhang S†, Li J, Dong L, Gao M*, Liu J*, Yang F*. Hierarchical piezoelectric metasurface for acoustic energy harvesting and noise mitigation[J]. Device, 2025, 3(8). (Q1 in Neuromorphic Computing & Memory)

[11] 张思扬,赵驰*.成年早期群体对于智能网联汽车的认知与态度分析[J].综合运输,2024,46(10):125-130.

[12] 张思扬,赵驰*,张旗.城市占路施工影响下车辆换道行为研究[J].武汉理工大学学报(交通科学与工程版),1-8[2025-05-09].

[13] 吕晔成,赵驰,张哲睿,张思扬*.基于多维数据融合的驾驶技能水平分类[J].交通与运输,2025.

[14]  Zou Y, Hu Q, Han W, Zhang S,Chen Y*. Analyzing travel and emission characteristics of hazardous materialtransportation trucks using BeiDou satellite navigation system data[J]. RemoteSensing, 2025, 17(3): 789. (Q1 inGeosciences, Multidisciplinary)

[15]  Zou Y, Wu S*, Ding L, Zhang Y, Zhang S,et al. Analyzing mandatory and discretionary lane change interaction patternsusing hidden Markov model-based approaches[J]. Advanced EngineeringInformatics, 2025, 66: 102489. (Q1in Computer Science, Artificial Intelligence)

[16]  Liang J, Kang J*, Zhao Z, Wang X, Zhao C, ZhangS,etc. MAOTIN: A High Accuracy and Efficient Network for Overloaded TruckIdentification with GPS Trajectories. [J]. IEEE Transactions on Instrumentationand Measurement, 2025: 1-1. (Q1 inEngineering, Electrical &Electronic)

[17]  Wang X, Xu R, Zhang S,Zhuang Y, Wang Y. Driver distraction detection based on vehicle dynamics usingnaturalistic driving data[J]. Transportation Research Part C: EmergingTechnologies, 2022, 136: 103697.

[18]  Chai C*, Zhou Z, Yin W, Hurwitz D S, ZhangS.Evaluating the moderating effect of in-vehicle warning information on mentalworkload and collision avoidance performance[J]. Journal of Intelligent andConnected Vehicles, 2022, 5(2): 49-62.

专利：

[1]张思扬,赵驰,田子立,邓泳淇.基于全景视频和行人视觉注意的导行标志效果评价方法[P].上海市:CN202410519464.7,2024-08-06.

[2]张思扬,张哲睿,赵驰.一种基于自然驾驶数据的驾驶风格智能识别方法[P].上海市:CN202411300222.5,2025-01-03.

[3]张思扬,吕晔成,赵驰,张哲睿.一种基于多维数据融合的驾驶技能水平分类方法[P].上海市:CN202411479375.0,2025-01-10.

[4]张思扬,赵驰,吕晔成,张哲睿,田阳阳,包璟珏.一种多模态数据融合的驾驶人工作负荷实时识别及其与行为、生理特征映射方法[P].上海市:  CN120198895A,2025-06-24.

[5]岳李圣飒，高艺婧，吴学睿，孙佳杭，刘艺涵，张思扬，孙剑.一种基于轻量化设备的驾驶负荷实时检测方法及系统[P].上海市：CN202410554347.4,2024-05-07.

[6]王俊骅，傅挺，邵依然，张思扬.一种驾驶员微入睡事件短临预测的方法及系统[P].上海市：CN202211490258.5,2022-11-25.