科研项目：

1.国家自然科学基金青年基金，面向应急疏散的多尺度路网中通行能力损失与决策支持研究，项目号61903205（主持）， 2020.1 - 2022.12

2.内蒙古自治区自然科学基金重点项目，基于气象交通数据融合与多尺度仿真的城市道路交通异常检测建模与管控系统研究，项目号2024ZD27（主持），2024.01-2026.12

3.内蒙古自治区社会科学基金委托重点项目，以治堵为抓手提升北疆城市交通综合治理水平——以首府呼和浩特市为例，项目号2024WTZD02（主持），2024.6-2024.11

4.内蒙古自治区自然科学基金博士基金，恶劣气候下应急疏散建模与仿真研究：离散选择、生存模型、多智能体仿真方法，项目号2019BS07002（主持），2019.1-2021.12

5.内蒙古大学高层次人才引进项目（学术骨干），项目号22200-5185147，2019.1-2021.12

6.内蒙古自治区科技计划项目，基于数据科学的交通运输安全生产决策支持系统构建关键技术研究（骨干成员），项目号2019GG235, 2019.1-2021.12

期刊论文

1. Zhu, Y., Ozbay, K., Yang, H., Zuo, F., & Sha, D. (2021). Modeling and Simulation of Cascading Failures in Transportation Systems during Hurricane Evacuations. Journal of Advanced Transportation, 2021, 5599073.

2. Zhu, Y., Demiroluk, S., Ozbay, K., Xie, K., Yang, H., & Sha, D. (2021). SAVE-T: Safety Analysis Visualization and Evaluation Tool. Journal of advanced transportation, 2021, 5545117.

3. Zhu, Y., K. Ozbay, H. Yang, F. Zuo, and D. Sha (2021). Modeling and simulation of cascading failures in transportation systems during hurricane evacuations, Journal of Advanced Transportation, 5599073.

4. Zhu, Y., Ozbay, K., Xie, K., & Yang, H. (2016). Using big data to study resilience of taxi and subway trips for hurricanes Sandy and Irene. Transportation research record, 2599(1), 70-80.

5. Zhu, Y., Xie, K., Ozbay, K., Zuo, F., & Yang, H. (2017). Data-driven spatial modeling for quantifying networkwide resilience in the aftermath of hurricanes Irene and Sandy. Transportation research record, 2604(1), 9-18.

6. Zhu, Y., Xie, K., Ozbay, K., & Yang, H. (2018). Hurricane evacuation modeling using behavior models and scenario-driven agent-based simulations. Procedia computer science, 130, 836-843.

7. Zhu, J. Z., Cao, J. X., & Zhu, Y. (2014). Traffic volume forecasting based on radial basis function neural network with the consideration of traffic flows at the adjacent intersections. Transportation Research Part C: Emerging Technologies, 47, 139-154.

8. Li, C., Yang, Z., & Zhu, Y. (2021). Invulnerability Simulation of Urban Agglomeration Passenger Transport Network under Incomplete Information Attack Strategy. Advances in Civil Engineering, 2021

9. Xie, K., Ozbay, K., Zhu, Y., & Yang, H. (2017). Evacuation zone modeling under climate change: A data-driven method. Journal of Infrastructure Systems, 23(4), 04017013.

9. Xie, K., Ozbay, K., Zhu, Y., & Yang, H. (2016). Case studies for data-oriented emergency management/planning in complex urban systems. In 49th Hawaii International Conference on System Sciences, HICSS 2016 (pp. 190-207). Springer Verlag.

10. Xie, K., Ozbay, K., Zhu, Y., Demiroluk, S., Yang, H., & Nassif, H. (2017). Modeling salt usage during snowstorms: Application of hierarchical linear models with varying dispersion. Transportation Research Record, 2643(1), 54-64.

11.胥川, 付川云, 朱援. 车速空间波动对城市快速路安全的影响分析. 交通运输工程与信息学报. 2018,2; 117-122.

会议论文

1. Zhu, Y., Ozbay, K., Xie, K., & Yang, H. (2019, October). Modeling of Incident-Induced Capacity Loss for Hurricane Evacuation Simulation. In 2019 IEEE Intelligent Transportation Systems Conference (ITSC) (pp. 613-618). IEEE.

2. Wang, X., Zhu, Y.*, Yang, H., Xie, K. (2024). Statewide Corridor Evacuation Response and Re-entry Behaviors in Florida During Hurricane Irma, Transportation Research Board 103rd Annual Meeting (TRBAM-24-03294

3. Pang, R., Zhu, Y.*, Sun, Y., Pu, Q., Sun, C. (2024). Exploring Lane-Changing Behavior from an Overlooking Perspective: Deep Learning Analysis of UAV Data, Transportation Research Board 103rd Annual Meeting (TRBAM-24-04209)

4. Wu, C., Zhu, Y.*, Song, G., Yu, J., Sun, H. (2024). Exploring Effect of Urban Shuttle Bus Service using Agent-based Simulations, Transportation Research Board 103rd Annual Meeting (TRBAM-24-06404)

5. Yu, J., Zhu, Y.*, Wu, C., Song, G. (2024). Optimization of Bus Stop Location based on Spatial Analysis and K-Means Clustering Method – A Case Study in Hohhot City, Transportation Research Board 103rd Annual Meeting (TRBAM-24-06504)

6. Song, G., Zhu, Y.*, Zhang, Q., Chen, M., Wu, C., & Yu, J. (2023). OD Estimation and Job-Housing Spatial Analysis in Hohhot Based on Cellular Signaling Data. In CICTP 2023 (pp. 785-794).

7. Zhang, Q., Zhu, Y.*, Ozbay, K., & Song, G. (2023). Agent-Based Evacuation Modeling in the Context of Non-Recurring Events. In CICTP 2023 (pp. 2689-2697).

8. Dong, B., Zhu, Y.*, Yang, H., Cui, S., Pu, Q., Wang, J., Zhou, J. (2023). A Design and Implementation of MATSim and SUMO Based Co-Simulation Platform for Multi-Scale Traffic Modeling, Transportation Research Board 102nd Annual Meeting (TRBAM-23-02675).

9. Pu, Q., Zhu, Y.*, Wang, J., Yang, H., Cui, S. (2023). Drone Data Analytics for Measuring Traffic Metrics at Intersections in High-Density Areas, Transportation Research Board 102nd Annual Meeting (TRBAM-23-01711).

10. Cui, S., Zhu, Y.*, Yang, H., Wang, J., Pu, Q. (2023). An Uncrewed Aerial Vehicle and Sensor-Based Analysis on Safety Risk of Shared E-Bikes, Transportation Research Board 102nd Annual Meeting (TRBAM-23-01610).

11. Dong, B., Zhu, Y.*, Yang, H., Zhou, J. (2022). OMNE – An Online Road Network Editing Framework Based WebGIS for MATSim, Transportation Research Board 101st Annual Meeting (TRBAM-22-02924).

12. Yang, H., Wang, Z., Xie, K., Ma, Y., & Zhu, Y. (2018). A Deep Learning Approach to Predict Severity Levels of Work Zone Crashes, Transportation Research Board 97th Annual Meeting (No. 18-03042).

软件著作权：

1. 朱援; 王欣 ; 冬季道路融雪剂使用情况分析软件V1.0, 2021SR1222952, 原始取得, 全部权利, 2021-5-1 

2. 朱援; 喻敬乔; 庞茹函; 吕佳璐; 李宣铭 ; 城市公交运营线路网计算平台V1.0, 2023SR0667845, 原始取得, 全部权利, 2023-4-18 

3. 朱援; 宋国庆; 喻敬乔; 王艳强; 雷惠岚 ; 基于手机信令数据的居民出行需求提取系统V1.0, 2023SR1485145, 原始取得, 全部权利, 2023-9-1

4. 朱援; 喻敬乔 ; 四维数据散点图生成平台V1.0, 2023SR1578527, 原始取得, 全部权利, 2023-6- 6 

5. 朱援; 庞茹函; 喻敬乔; 邢哲聪; 李宣铭 ;公交建模与仿真平台V1.0, 2023SR1059697, 原始取得, 全部权利, 2023-6-8 

6. 朱援; 王艳强; 安亚东; 宋国庆; 潘一铭 ; 基于无人机交通视频的移动端实时车辆检测软件V1.0, 2023SR1616539, 原始取得, 全部权利, 2023-7-10 

7. 董博韬; 朱援; 周建涛 ; MATSim在线路网编辑系统[简称:MATSim Online Network Editor] V1.0, 2021SR1642262, 原始取得, 全部权利, 2021-4-26