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Penghui Lin
제목
인용
인용
연도
Multi-objective optimization for limiting tunnel-induced damages considering uncertainties
L Zhang, P Lin
Reliability Engineering & System Safety 216, 107945, 2021
822021
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
452023
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
292023
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
202023
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
182023
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
152022
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
102024
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
82023
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
42023
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
22024
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
12025
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
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학술자료 1–16