主持和参与科研项目：
1. 国家自然科学基金青年项目，特大暴雨灾害下卡车-无人机协同的应急物资鲁棒调配方法研究，2026-2028，主持
2. 南京林业大学水杉师资F类人才计划，基于分布鲁棒优化的应急设施选址与资源配置优化研究，2024-2028，主持
3.国自然“基础科学中心”项目，未来城市交通系统资源配置与运行优化，2023-2027，参与
4. 中央高校基本科研业务费项目，基于情景推演的应急资源多阶段分配与动态调度，2023-2025，重点参与
5. 国自然“专项基金项目”，川藏铁路工程建设安全风险预控与韧性管理，2020-2023，重点参与
6. 中央高校基本科研业务费项目，基于分布鲁棒优化的应急物资配置与动态调度，2022-2023，参与
学术论文：
[1] Duo Wang, Kai Yang*, Yuen Kum Fai, Lixing Yang*. Hybrid risk-averse location-inventory-allocation with secondary disaster considerations in disaster relief logistics: A distributionally robust approach. Transportation Research Part E , 2024, 186, 103558.
[2] Duo Wang, Kai Yang*, Lixing Yang*. Distributional robustness and lateral transshipment for disaster relief logistics planning under demand ambiguity. International Transactions in Operational Research , 2024, 31, 1736-1761.
[3] Duo Wang, Kai Yang*, Lixing Yang*, Jianjun Dong. Two-stage distributionally robust optimization for disaster relief logistics under option contract and demand ambiguity. Transportation Research Part E , 2023, 170, 103025.
[4] Duo Wang, Kai Yang*, Lixing Yang*. Risk-averse two-stage distributionally robust optimization for logistics planning in disaster relief management. International Journal of Production Research , 2023, 61, 668-691.
[5] Duo Wang, Zheng-Fen Jin*, Youlin Shang. A penalty decomposition method for nuclear norm minimization with l1 norm fidelity term. Evolution Equation and Control Theory , 2019, 8, 695-708.
[6] Cheng Cheng, Xifu Wang, Kai Yang*, Duo Wang*, Menru Shen, Yiwen Gao. Distributionally robust truck-drone collaborative delivery network design for urban-rural warehouses: A normal-emergency perspective. Transportation Research Part E, 2026, 210:104804.
[7] 王朵, 杨凯, 杨立兴, 付帅帅, 郑琰, 王维巧. 复杂不确定环境下重大建设工程管理韧性评价. 系统管理学报, 2026. (CSSCI)
