2014-2018 长安大学 交通运输工程 学士

2018-2023 西汉姆联官方网站 交通运输工程 博士

（1）道路交通安全

（2）交通网络安全（cyber-security in Transportation）

（3）大语言模型在交通工程中的应用

（4）机器学习、深度学习、统计学模型与交通的结合

（5）车辆动力学

国家博士后科学基金面上项目：《时变不确定性网络攻击攻击下高速公路隧道行驶动力学失稳检测及修复方法研究》，2024-2027，在研，主持；

国家自然科学基金面上项目：《基于车辆微观动力学参数的高速公路复杂特征路段事故风险分析方法研究》，2021-2024，结题，参与；

国家自然科学基金面上项目：《混合收费站运行安全和效率的影响机理与多领域协同分析设计研究》，2018-2021，结题，参与；

西汉姆联官方网站优秀博士学位论文培育基金项目：《考虑轮胎六分力参数为替代指标的高速公路特征固有事故风险分析方法研究》，2021-2023，结题，参与；

《车辆动力学指标提取方法和事故风险值预测方法》，授权

《一种用于道路交通事故风险评估的可替代指标的提取方法》，授权

《道路交通安全分析方法体系与应用》，2022

《基于车路动力学的道路事故风险分析方法》，2026

Zhang, C., He, J., King, M., Liu, Z., Chen, Y., Yan, X., Xing, L., & Zhang, H. (2021). A crash risk identification method for freeway segments with horizontal curvature based on real-time vehicle kinetic response. Accident Analysis and Prevention, 150, 105911. https://doi.org/10.1016/j.aap.2020.105911

Zhang, C., He, J., Yan, X., Liu, Z., Chen, Y., & Zhang, H. (2021). Exploring relationships between microscopic kinetic parameters of tires under normal driving conditions, road characteristics and accident types. Journal of Safety Research, 78, 80–95. https://doi.org/10.1016/j.jsr.2021.05.010

Zhang C, He J, Wang H, Ye Y, Yan X, Wang C. (2025). A systematic review of the application and prospect of road accident blackspots identification approaches. Transportation Letters, 17(6), 1114–1137. https://doi.org/10.1080/19427867.2024.2416304 

Zhang, C., He, J., Bai, C., Yan, X., Wang, C., & Guo, Y. (2022) Exploring Relationships between Months and Different Crash Types on Mountainous Freeways Using a Combined Modeling Approach. Journal of Advanced Transportation, 2022, 6716275. https://doi.org/10.1155/2022/6716275

Zhang, C., He, J., Bai, C., Yan, X., Gong, J., & Zhang, H. (2021). How to Use Advanced Fleet Management System to Promote Energy Saving in Transportation: A Survey of Drivers’ Awareness of Fuel-Saving Factors. Journal of Advanced Transportation, 2021, 1–19. https://doi.org/10.1155/2021/9987101

Zhang, C., He, J., Yan, X., Wang, C., & Ye, Y. (2022). Analyzing traffic crash risk of freeway characteristics based on micro-kinetic. Journal of Jilin University (Engineering and Technology Edition),1-12. http://kns.cnki.net/kcms/detail/22.1341.t.20220802.1255.006.html.

Yan, X., He, J., Zhang, C., Liu, Z., Wang, C., & Qiao, B. (2021). Temporal analysis of crash severities involving male and female drivers: A random parameters approach with heterogeneity in means and variances. Analytic Methods in Accident Research, 30, 100161. https://doi.org/10.1016/j.amar.2021.100161

Yan, X., He, J., Zhang, C., Liu, Z., Wang, C., & Qiao, B. (2021b). Spatiotemporal instability analysis considering unobserved heterogeneity of crash-injury severities in adverse weather. Analytic Methods in Accident Research, 32, 100182. https://doi.org/10.1016/j.amar.2021.100182

Yan, X., He, J., Zhang, C., Liu, Z., Qiao, B., & Zhang, H. (2021). Single-vehicle crash severity outcome prediction and determinant extraction using tree-based and other non-parametric models. Accident Analysis and Prevention, 153, 106034. https://doi.org/10.1016/j.aap.2021.106034

He J, Fang Z, Yan X, Ye Y, Zhang H, Zhang C.(2025).Robust optimization of multi-regional truck scheduling for China-ASEAN cross-border container drayage. Multimodal Transportation, 2025, 4: 100187.

Liu, Z., He, J., Zhang, C., Yan, X., & Zhang, H. (2020). Optimal off-ramp terminal locating strategy based on traffic safety and efficiency. Transportation Letters, 00, 1–12. https://doi.org/10.1080/19427867.2020.1839717

Yan, X., He, J., Wu, G., Zhang, C., Liu, Z., & Wang, C. (2021). Weekly variations and temporal instability of determinants influencing alcohol-impaired driving crashes: A random thresholds random parameters hierarchical ordered probit model. Analytic Methods in Accident Research, 100189. https://doi.org/10.1016/j.amar.2021.100189