Penghui Lin

12 papers Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Physics-informed deep learning for predictive risk perception in tunnel construction.
Eng. Appl. Artif. Intell.
Penghui Lin, Jilang Wang, Limao Zhang, Robert L. K. Tiong, Cheng Meng, Xin Zhao
2026 J jnl
Physics-informed ensemble learning for robust tunnel-induced building settlement with sparse field measurement.
Reliab. Eng. Syst. Saf.
Limao Zhang, Haoyang Zhang, Jing Liu, Penghui Lin
2025 J jnl
Physics-guided deep reinforcement learning for improved operation of TBM considering kinetic inertia stability.
Adv. Eng. Informatics
Penghui Lin, Limao Zhang, Robert L. K. Tiong, Xieqing Song
2024 J jnl
Automated position control of tunnel boring machine during excavation using deep reinforcement learning.
Appl. Soft Comput.
Penghui Lin, Ankang Ji, Yunxiang Zhou, Limao Zhang, Robert L. K. Tiong
2023 J jnl
Multi-objective optimization ensembled generative design for large-diameter tunnel passing underneath existing tunnels.
Appl. Soft Comput.
Penghui Lin, Limao Zhang, Robert L. K. Tiong
2023 J jnl
Multi-objective robust optimization for enhanced safety in large-diameter tunnel construction with interactive and explainable AI.
Reliab. Eng. Syst. Saf.
Penghui Lin, Limao Zhang, Robert L. K. Tiong
2023 J jnl
Probabilistic safety risk assessment in large-diameter tunnel construction using an interactive and explainable tree-based pipeline optimization method.
Appl. Soft Comput.
Penghui Lin, Maozhi Wu, Limao Zhang
2023 J jnl
Producing a Standard Dataset of Speed Climbing Training Videos Using Deep Learning Techniques.
CoRR
Yufei Xie, Shaoman Li, Penghui Lin
2023 J jnl
Resilience-oriented design for complex MEP systems in BIM.
Adv. Eng. Informatics
Yongqi Wang, Penghui Lin, Limao Zhang, Hongbo Yu, Robert Lee Kong Tiong
2022 J jnl
Data-driven prediction of building energy consumption using an adaptive multi-model fusion approach.
Appl. Soft Comput.
Penghui Lin, Limao Zhang, Jian Zuo
2021 — conf
Experimental Study on the Influence of Driving Styles on Real Driving Emissions Characteristics for GDI Light Vehicles.
AIAM (ACM)
Jian Ling, Hailang Sang, Shujun Jiang, Zhijie Li, Xing Liu, Penghui Lin
2021 J jnl
Multi-objective optimization for limiting tunnel-induced damages considering uncertainties.
Reliab. Eng. Syst. Saf.
Limao Zhang, Penghui Lin