Multi-objective optimization for limiting tunnel-induced damages considering uncertainties L Zhang, P Lin Reliability Engineering & System Safety 216, 107945, 2021 | 82 | 2021 |
Multi-objective robust optimization for enhanced safety in large-diameter tunnel construction with interactive and explainable AI P Lin, L Zhang, RLK Tiong Reliability Engineering & System Safety 234, 109172, 2023 | 45 | 2023 |
Dynamic adaptive encoder-decoder deep learning networks for multivariate time series forecasting of building energy consumption J Guo, P Lin, L Zhang, Y Pan, Z Xiao Applied Energy 350, 121803, 2023 | 29 | 2023 |
HExpPredict: In Vivo Exposure Prediction of Human Blood Exposome Using a Random Forest Model and Its Application in Chemical Risk Prioritization F Zhao, L Li, P Lin, Y Chen, S Xing, H Du, Z Wang, J Yang, T Huan, ... Environmental Health Perspectives 131 (3), 037009, 2023 | 20 | 2023 |
Probabilistic safety risk assessment in large-diameter tunnel construction using an interactive and explainable tree-based pipeline optimization method P Lin, M Wu, L Zhang Applied Soft Computing 143, 110376, 2023 | 18 | 2023 |
Data-driven prediction of building energy consumption using an adaptive multi-model fusion approach P Lin, L Zhang, J Zuo Applied Soft Computing 129, 109616, 2022 | 15 | 2022 |
Physics-informed deep reinforcement learning for enhancement on tunnel boring machine's advance speed and stability P Lin, M Wu, Z Xiao, RLK Tiong, L Zhang Automation in Construction 158, 105234, 2024 | 10 | 2024 |
Resilience-oriented design for complex MEP systems in BIM Y Wang, P Lin, L Zhang, H Yu, TLK Robert Advanced Engineering Informatics 55, 101902, 2023 | 8 | 2023 |
Multi-objective optimization ensembled generative design for large-diameter tunnel passing underneath existing tunnels P Lin, L Zhang, RLK Tiong Applied Soft Computing 144, 110448, 2023 | 4 | 2023 |
Estimating urban land subsidence with satellite data using a spatially multiscale geographically weighted regression approach L Zhang, Y Su, Y Li, P Lin Measurement 228, 114387, 2024 | 2 | 2024 |
Physics-guided deep reinforcement learning for improved operation of TBM considering kinetic inertia stability P Lin, L Zhang, RLK Tiong, X Song Advanced Engineering Informatics 63, 102943, 2025 | 1 | 2025 |
Detecting energy consumption anomalies with dynamic adaptive encoder-decoder deep learning networks L Zhang, J Guo, P Lin, RLK Tiong Renewable and Sustainable Energy Reviews 207, 114975, 2025 | | 2025 |
Automated position control of tunnel boring machine during excavation using deep reinforcement learning P Lin, A Ji, Y Zhou, L Zhang, RLK Tiong Applied Soft Computing 167, 112234, 2024 | | 2024 |
Geological risk prediction under uncertainty in tunnel excavation using online learning and hidden Markov model L Zhang, Y Wang, X Fu, X Song, P Lin Frontiers of Engineering Management, 1-20, 2024 | | 2024 |
Robust Deep Reinforcement Learning Based Optimization for Energy-Comfort Balanced Enhancement in Havc Systems L Zhang, JI Guo, P Lin, R Tiong Available at SSRN 5096655, 0 | | |
Soil Chamber Pressure Forecasting in Tunnel Construction Using Physics-Informed Deep Learning P Lin, L Zhang, R Tiong Available at SSRN 4614636, 0 | | |