Experimental Study on the Influence of Driving Styles on Real Driving Emissions Characteristics for GDI Light Vehicles. - Jian Ling; Hailang Sang; Shujun Jiang; Zhijie Li; Xing Liu; Penghui Lin (AIAM (ACM), 2021)

Multi-objective optimization for limiting tunnel-induced damages considering uncertainties. - Limao Zhang; Penghui Lin (Reliab. Eng. Syst. Saf., 2021)

Data-driven prediction of building energy consumption using an adaptive multi-model fusion approach. - Penghui Lin; Limao Zhang; Jian Zuo (Appl. Soft Comput., 2022)

Producing a Standard Dataset of Speed Climbing Training Videos Using Deep Learning Techniques. - Yufei Xie; Shaoman Li; Penghui Lin (CoRR, 2023)

Resilience-oriented design for complex MEP systems in BIM. - Yongqi Wang; Penghui Lin; Limao Zhang; Hongbo Yu; Robert Lee Kong Tiong (Adv. Eng. Informatics, 2023)

Multi-objective robust optimization for enhanced safety in large-diameter tunnel construction with interactive and explainable AI. - Penghui Lin; Limao Zhang; Robert L. K. Tiong (Reliab. Eng. Syst. Saf., 2023)

Probabilistic safety risk assessment in large-diameter tunnel construction using an interactive and explainable tree-based pipeline optimization method. - Penghui Lin; Maozhi Wu; Limao Zhang (Appl. Soft Comput., 2023)

Multi-objective optimization ensembled generative design for large-diameter tunnel passing underneath existing tunnels. - Penghui Lin; Limao Zhang; Robert L. K. Tiong (Appl. Soft Comput., 2023)

Automated position control of tunnel boring machine during excavation using deep reinforcement learning. - Penghui Lin; Ankang Ji; Yunxiang Zhou; Limao Zhang; Robert L. K. Tiong (Appl. Soft Comput., 2024)

Physics-guided deep reinforcement learning for improved operation of TBM considering kinetic inertia stability. - Penghui Lin; Limao Zhang; Robert L. K. Tiong; Xieqing Song (Adv. Eng. Informatics, 2025)