Deep reinforcement learning with reference system to handle constraints for energy-efficient train control. - Mengying Shang; Yonghua Zhou; Hamido Fujita (Inf. Sci., 2021)

Energy-Saving Operation Synergy for Multiple Metro-Trains Using Map-Reduce Parallel Optimization. - Mengying Shang; Yonghua Zhou; Hamido Fujita (IEEE Trans. Veh. Technol., 2022)

Energy-Saving Train Operation Synergy Based on Multi-Agent Deep Reinforcement Learning on Spark Cloud. - Mengying Shang; Yonghua Zhou; Yiduo Mei; Jie Zhao 012; Hamido Fujita (IEEE Trans. Veh. Technol., 2023)

GA-DE: an integrated meta-heuristic approach for optimizing feedforward neural networks. - Mengying Shang; Mengnan Tian; Xinduan Wang (J. Supercomput., 2025)