董智捷
教授
办公室:1008
邮箱:sasha@seu.edu.cn
董智捷(Sasha Dong),西汉姆联官方网站青年首席教授、博士生导师。2024年全职回到bw必威西汉姆联官方网站任教授、博导。回国前在休斯顿大学建设管理系与工业工程系担任双聘副教授(提前晋升),并曾在联邦快递担任高级运筹研究员。曾获2022年“世界供应链杰出女性”、2021年“全美十大华人杰出青年”,以及2020年美国国家自然科学基金信息学部“迷你职业奖”(NSF CRII)等多项荣誉。在交通管理领域的顶级期刊和会议上发表了近30篇SCI论文,其中多篇发表于Omega、Transportation Research Part A/B/E等权威期刊,并在多次国际会议上获得最佳论文奖。现任Sustainable Futures副主编,并担任Communications Engineering(Nature旗下期刊,负责交通方向)、Frontiers in Future Transportation等期刊编委,还兼任Sustainability和Natural Hazards的客座编辑。同时,在学术组织中担任INFORMS运输科学与物流学会货运组主席和IISE物流与供应链分会主席等重要职务。
教育背景

2012.09-2015.08,博士,康奈尔大学

2011.09-2012.05,硕士,哥伦比亚大学

2007.09-2011.06,学士,南京大学(匡亚明公司)

工作经历

2024.08-至今,青年首席教授,智慧运输与物流工程系&智慧低空与空间信息系,西汉姆联官方网站

2022.08-2024.06,副教授,建设管理系&工业工程系,休斯顿大学


研究领域

    专注于将大数据、人工智能、优化算法、深度学习和仿真技术相结合,推动物流与交通系统的创新发展。研究内容涉及应急物流调度、灾害韧性分析、智慧城市交通管理等,为智能交通和城市物流系统的优化提供数据驱动的解决方案。

科研项目

1. 参与,国家自然科学基金委员会,重点项目,72134004,全时域视角下重大突发事件应急响应与协同决策机制研究,202万元,2022-01-012026-12-31.

2. 参与,国家自然科学基金委员会,面上项目,72271110,基于人群时空分布的城市应急避难与物资供应网络集成优化研究,44万元,2023-01-012026-12-31.


发明专利
学术著作
学术论文

1. Hu, Q. M., Hu, S., Dong, Z. S., & Song, Y. (2025). Evacuation network design under road capacity improvement and uncertainty: second-order cone programming reformulations and Benders decomposition. European Journal of Operational Research.

2. Ezzati, F., Xiao, Q., Dong, Z. S.*, Jiao, J., Vargas, A., Yeh, V., ... & Pan, K. (2025). Power outage-risk integrated social vulnerability analysis highlights disparities in small residential communities. Communications Earth & Environment, 6(1), 294.

3. Guo, P., Dong, Z. S.*, & Zhu, J. (2025). Nested logic-based Benders decomposition for disaster preparedness planning with horizontal coordination. IISE Transactions, (just-accepted), 1-51.

4. Hu, S.  Dong, Z.S.*, & Dai, R.(2024). A Machine Learning Based Sample Average Approximation for Supplier Selection with Option Contract in Humanitarian Relief. Transportation Research Part E: Logistics and Transportation Review, 79(0), 231-243.    

5. Meng, L.,Dong, Z.S.*,­­­ & Liu, D. (2023). Ridesharing Models for Disaster Response. Computers and Industrial Engineering. 184, 109565.

6. Li, Q., Jing., R., & Dong, Z.S.* (2023). Flight Delay Prediction with Priority Information of Weather and Non-Weather Features. IEEE Transactions on Intelligent Transportation Systems, 24(7), 7149-7165.

7. Jiang, Z., Ji, R., & Dong, Z.S. (2023). A Distributionally Robust Chance-Constrained Model for Humanitarian Relief Network Design. OR Spectrum. 1-43.

8. Jiang, Z., Chen, Y., Yang, T-Y., Ji, W., Dong, Z.S., & Ji, R. Leveraging Machine Learning and Simulation to Advance Disaster Preparedness Assessments through FEMA National Household Survey Data. Sustainability. 15 (10), 8035.

9. Hu, Q., Hu, S., Tao, S.*, & Dong, Z.S. (2023). A Multi-stage Stochastic Programming Approach for Pre-positioning of Relief Supplies Considering Returns. Socio-Economic Planning Sciences. 88, 101617.

10. Chen, H., Guo, P., Jimenez, J., Dong, Z.S.*, & Cheng, W. (2022). Unrelated Parallel Machine Photolithography Scheduling Problem with Dual Resource Constraints. IEEE Transactions on Semiconductor Manufacturing, 36 (1), 100-112.

11. Dong, Z.S., Xie, C., Dai, R. & Hu, S.* (2022). Resilient Route Design for Collection of Material from Suppliers with Split Deliveries and Stochastic Demands. Computers and Operations Research, 146, 105902.

12. Galasso, C., McNair, J., Fujii, M. & Dong, Z.S. (2022). Resilient Infrastructure. Nature Communications Engineering, 1, 27.

13. Liu, D.,Dong, Z.S.*, & Qiu, G. (2022). Exploring the Contagion Effect of Social Media on Mass Shootings.  Computers and Industrial Engineering,172, 108565

14. Hu, S.,Dong, Z.S.* & Lev, B. (2022). Supplier Selection in Disaster Operations Management: Review and Research Gap Identification. Socio-Economic Planning Sciences. 82, 101302.

15. Liu, D., Ding, W., Dong, Z.S.*, & Pedrycz, W. (2022). Optimizing Deep Neural Networks to Predict the Effect of Social Distancing on COVID-19 Spread. Computers and Industrial Engineering, 166, 10790.

16. Gong, Z., Wei, G., Cai, M., & Dong, Z. S. (2021). Guest editorial to the special issue: Big data analysis and management: climate economics, meteorological hazards and environmental risk. Natural Hazards, 107(3), 2709-2713.

17. Dong, Z.S.*, Meng, L.,Christenson, L., & Fulton, L. (2021). Social Media Information Sharing for Natural Disaster Response. Natural Hazards. 107, 2077–2104.

18. Wang, Y., Dong, Z.S.*, & Hu, S. (2021). A Stochastic Prepositioning Model for Distribution of Disaster Supplies Considering Lateral Transshipment. Socio-Economic Planning Sciences.74, 100930.

详见:https://scholar.google.com/citations?user=t9T1X3UAAAAJ&hl=en

荣誉奖项

    曾获2022世界供应链杰出女性2021全美十大华人杰出青年,以及2020年美国国家自然科学基金信息学部迷你职业奖NSF CRII)等多项荣誉。

教授课程

运输管理学(全英文),本科生课程


学术兼职

    现任Sustainable Futures副主编,并担任Communications EngineeringNature旗下期刊,负责交通方向)、Frontiers in Future Transportation等期刊编委,还兼任SustainabilityNatural Hazards的客座编辑。同时,在学术组织中担任INFORMS运输科学与物流学会货运组主席IISE物流与供应链分会主席等重要职务。

招生需求

    长期招收硕士、博士、博士后(包括西汉姆联官方网站至善博士后),以及研究助理和访问学者。欢迎具备工业工程、交通工程、计算机科学、土木工程、物流管理、自动化、电子工程、信息技术、数学和统计等相关背景,并对科研有深入兴趣的员工和教师加入团队,共同探索物流供应链、智慧交通与大数据应用的创新解决方案。

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