主持和参与科研项目：
1. 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物流设施选址与资源配置优化研究，2024-2028，主持
2. 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
3. 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
4. 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
5. 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] Zheng-fen Jin, Duo Wang*, Youlin Shang, Jinman Lv. An efficient algorithm for low rank matrix restoration problem with unknown noise level. Chinese Quarterly Journal of Mathematics, 2021, 36, 356-368.
[7] Weixiang Wang, Duo Wang, Youlin Shang*. A filled function for non-smooth box-constrained global optimization and its application. DEStech Transactions on Economics Business and Management, 2018.
[8] 卢亚涵, 杨凯, 杨立兴, 夏东阳, 王朵. 基于分布鲁棒优化的城市轨道交通网络末班车衔接研究. 控制与决策, 2023, 38(1): 248-256. (EI)
[9] 王伟祥, 尚有林, 王朵. 求解带箱子集约束的非光滑全局优化问题的填充函数方法. 运筹学学报, 2019, 23(1): 28-34. (北大核心)
