Penghui Lin - Concepedia

Author

Penghui Lin

Nanyang Technological University ORCID

Also Known As

Lin, Penghui, Penghui Lin

Publications

407

Citations

H-Index

Concepts

All Affiliations

Nanyang Technological University Huazhong University of Science and Technology

About

Penghui Lin is an author at Nanyang Technological University specializing in engineering, data science, and forecasting.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	6	6	240
2	Management	1	1	26
3	Social Sciences	1	1	22
4	Civil Engineering	1	1	26
5	Computer Engineering	1	1	39

Penghui Lin

Publications

387

Citations

H-Index

Page 1

	Year	Citations
Multi-objective optimization for limiting tunnel-induced damages considering uncertainties Limao Zhang, Penghui Lin Reliability Engineering & System Safety Large-scale Global OptimizationEngineeringUncertainty QuantificationOptimization ProblemConstrained Optimization	2021	95
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 Reliability Engineering & System Safety	2023	68
Dynamic adaptive encoder-decoder deep learning networks for multivariate time series forecasting of building energy consumption Jing Guo, Penghui Lin, Limao Zhang, Applied Energy Energy ConsumptionEngineeringMachine LearningData ScienceAutoencoders	2023	46
Physics-informed deep reinforcement learning for enhancement on tunnel boring machine's advance speed and stability Penghui Lin, Maozhi Wu, Zhonghua Xiao, Automation in Construction Tunnel Boring MachineEngineeringDeep Reinforcement LearningPhysic Aware Machine LearningComputer Engineering	2023	39
HExpPredict: <i>In Vivo</i> Exposure Prediction of Human Blood Exposome Using a Random Forest Model and Its Application in Chemical Risk Prioritization Fanrong Zhao, Li Li, Penghui Lin, Environmental Health Perspectives	2023	33
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 Applied Soft Computing Risk AssessmentSafety EngineeringReliability EngineeringEngineeringUnderground Infrastructure	2023	26
Data-driven prediction of building energy consumption using an adaptive multi-model fusion approach Penghui Lin, Limao Zhang, Jian Zuo Applied Soft Computing Built EnvironmentEnergy ConsumptionEngineeringSmart BuildingData Science	2022	22
Physics-guided deep reinforcement learning for improved operation of TBM considering kinetic inertia stability Penghui Lin, Limao Zhang, Robert L. K. Tiong, Advanced Engineering Informatics	2024	15
Resilience-oriented design for complex MEP systems in BIM Yongqi Wang, Penghui Lin, Limao Zhang, Advanced Engineering Informatics EngineeringComputer ArchitectureSystems EngineeringFault ToleranceHigh Availability	2023	12
Estimating urban land subsidence with satellite data using a spatially multiscale geographically weighted regression approach Limao Zhang, Yiheng Su, Yongsheng Li, Measurement	2024	11

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