2021.1-2025.12: Resilience Assessment and Management of City Infrastructures
NSFC Major Program, National Science Foundation of China, 2021
This project is part of NSFC Major Program, and mainly focus on the sensing, analysis, assessment and management of infrastructure resilience. I’m the co-Principal Investigator of this project.
Related Publications:
An Approach to Twinning and Mining Collaborative Network of Construction Projects
Lin, J.R.*, Wu D.P. (2021). An Approach to Twinning and Mining Collaborative Network of Construction Projects. Automation in Construction, 125, 103643. doi: 10.1016/j.autcon.2021.103643
Parameterized FEA Model Generation and Simulation of Underground Structures Based on BIM: A Case Study
Song, S.Y., Lin, J.R.*, Zhou, Y.C., Ding, W.Q. (2021). Parameterized FEA Model Generation and Simulation of Underground Structures Based on BIM: A Case Study. Proceedings of the ASCE 2021 International Conference on Computing in Civil Engineering (i3CE 2021), 408-416. Orlando, Florida, USA.
Framing and Evaluating the Best Practices of IFC-Based Automated Rule Checking: A Case Study
Sobhkhiz, S., Zhou, Y.C., Lin, J.R.*, El-Diraby, T.E. (2021). Framing and Evaluating the Best Practices of IFC-Based Automated Rule Checking: A Case Study. Buildings, 11(10), 456. doi: 10.3390/buildings11100456
Automatic Construction of Building Code Graph for Regulation Intelligence
Zhou, Y.C., Lin, J.R.*, She, Z.T. (2021). Automatic Construction of Building Code Graph for Regulation Intelligence. Proceedings of the 2021 International Conference on Construction and Real Estate Management (ICCREM 2021), 248-254. Beijing, China.
A Data Integration and Simplification Framework for Improving Site Planning and Building Design
Leng, S., Lin, J.R., Li, S.W., Hu, Z.Z.* (2021). A Data Integration and Simplification Framework for Improving Site Planning and Building Design. IEEE Access, 9, 148845-148861. doi: 10.1109/ACCESS.2021.3124010
Deep Learning-based Instance Segmentation for Indoor Fire Load Recognition
Zhou, Y.C., Hu, Z.Z., Yan, K.X., Lin, J.R.* (2021). Deep Learning-based Instance Segmentation for Indoor Fire Load Recognition. IEEE Access, 9, 148771-148782. doi: 10.1109/ACCESS.2021.3124831
Named Entity Recognition for Automatic Compliance Checking
Zhou, Y.C., Zheng, Z., Lin, J.R.*, Yang, Z.Y., Lu, X.Z. (2021). Named Entity Recognition for Automatic Compliance Checking. the 7th National Conference on Building Information Modeling, 469-473. China Architecture&Building Press. Chongqing, China.
Performanced-based Compliance Checking of Fire Protection Design based on Knowledge Graph
Zheng, Z., Zhou, Y.C., Lin, J.R.*, Huang, K.J., Lu, X.Z. (2021). Performanced-based Compliance Checking of Fire Protection Design based on Knowledge Graph. the 7th National Conference on Building Information Modeling, 474-478. China Architecture&Building Press. Chongqing, China.
Rule-based Information Extraction for Mechanical-Electrical-Plumbing-Specific Semantic Web
Wu, L.T, Lin, J.R., Leng, S., Li, J.L., Hu, Z.Z. (2022). Rule-based Information Extraction for Mechanical-Electrical-Plumbing-Specific Semantic Web. Automation in Construction, 135, 104108. doi: 10.1016/j.autcon.2021.104108
Digital Twin-Based Investigation of a Building Collapse Accident
Zheng, Z., Liao, W., Lin, J., Zhou, Y., Zhang, C., Lu, X.* (2022). Digital Twin-Based Investigation of a Building Collapse Accident. Advances in Civil Engineering, 2022, 9568967. doi: 10.1155/2022/9568967
Exploiting the Power of Human-Robot Collaboration: Coupling and Scale Effects in Bricklaying
Lin, J.R.*, Wu, M. (2022). Exploiting the Power of Human-Robot Collaboration: Coupling and Scale Effects in Bricklaying. ICRA Workshop 2022, May 23, 2022, Philadelphia, United States. doi: 10.13140/RG.2.2.15951.15522
Pretrained Domain-Specific Language Model for Natural Language Processing Tasks in the AEC Domain
Zheng, Z., Lu, X.Z., Chen, K.Y., Zhou, Y.C., Lin, J.R.* (2022). Pretrained Domain-Specific Language Model for Natural Language Processing Tasks in the AEC Domain. Computers in Industry, 142, 103733. doi: 10.1016/j.compind.2022.103733
Disaster Tweets Classification Method based on Pretrained BERT Model
Lin, J.R.*, Cheng, Z.G., Han, Y., Yin, Y.P. (2022). Disaster Tweets Classification Method based on Pretrained BERT Model. Journal of Graphics, 43(3), 530-536. doi: 10.11996/JG.j.2095-302X.2022030530
Integrating NLP and Context-Free Grammar for Complex Rule Interpretation towards Automated Compliance Checking
Zhou, Y.C., Zheng, Z., Lin, J.R.*, Lu, X.Z. (2022). Integrating NLP and Context-Free Grammar for Complex Rule Interpretation towards Automated Compliance Checking. Computers in Industry, 142, 103746. doi: 10.1016/j.compind.2022.103746
SODA: A Large-scale Open Site Object Detection Dataset for Deep Learning in Construction
Duan, R., Deng, H., Tian, M., Deng, Y.C., Lin, J.R. (2022). SODA: A Large-scale Open Site Object Detection Dataset for Deep Learning in Construction. Automation in Construction, 142, 104499. doi: 10.1016/j.autcon.2022.104499
Knowledge-Informed Semantic Alignment and Rule Interpretation for Automated Compliance Checking
Zheng, Z., Zhou, Y.C., Lu, X.Z., Lin, J.R.* (2022). Knowledge-Informed Semantic Alignment and Rule Interpretation for Automated Compliance Checking. Automation in Construction, 142, 104524. doi: 10.1016/j.autcon.2022.104524
Transforming Knowledge Management in the Construction Industry through Information and Communications Technology: A 15-year Review
Deng, H., Xu, Y.W., Deng, Y.C., Lin, J.R. (2022). Transforming Knowledge Management in the Construction Industry through Information and Communications Technology: A 15-year Review. Automation in Construction, 142, 104530. doi: 10.1016/j.autcon.2022.104530
Text Mining-Based Patent Analysis for Automated Rule Checking in AEC
Zheng, Z., Kang, B.R., Yuan, Q.T., Zhou, Y.C., Lu, X.Z., Lin, J.R.* (2022). Text Mining-Based Patent Analysis for Automated Rule Checking in AEC. 19th International Conference on Computing in Civil and Building Engineering (ICCCBE 2022), 11-25. Cape Town, South Africa.
Earthquake Impact Analysis Based on Text Mining and Social Media Analytics
Zheng, Z., Shi, H.Z., Zhou, Y.C., Lu, X.Z., Lin, J.R.* (2022). Earthquake Impact Analysis Based on Text Mining and Social Media Analytics. 22nd International Conference on Construction Applications of Virtual Reality (CONVR2022), 1116-1124. Seoul, South Korea.
BIM-based Evacuation Simulation for Subway Considering Impacts of Floods
Chen, K.Y., Zheng, Z., Lin, J.R.*, Zhou, Y.C. (2022). BIM-based Evacuation Simulation for Subway Considering Impacts of Floods. the 8th National Conference on Building Information Modeling, 122-127. China Architecture&Building Press. Shenzhen, China.
Sensing Design Behaviors in BIM Environment
Ni, X.R., Zheng, Z., Lin, J.R.*, Zhou, Y.C. (2022). Sensing Design Behaviors in BIM Environment. the 8th National Conference on Building Information Modeling, 157-161. China Architecture&Building Press. Shenzhen, China.
Recent Research Progress in Intelligent Construction: A Comparison between China and Developed Countries
Yan, J.K., Zheng, Z., Zhou, Y.C., Lin, J.R.*, Deng, Y.C., Lu, X.Z. (2023). Recent Research Progress in Intelligent Construction: A Comparison between China and Developed Countries. Buildings, 13(5), 1329. doi: 10.3390/buildings13051329
BIM–based Time-varying System Reliability Analysis for Buildings and Infrastructures
Zheng, Y., Zhang, Y., Lin, J. (2023). BIM–based Time-varying System Reliability Analysis for Buildings and Infrastructures. Journal of Building Engineering, 76, 106958. doi: 10.1016/j.jobe.2023.106958
Research and Application of Intelligent Design Review
Lin, J.R.*, Zhou, Y.C., Zheng, Z., Lu, X.Z. (2023). Research and Application of Intelligent Design Review. Engineering Mechanics, 40(7), 25-38. doi: 10.6052/j.issn.1000-4750.2021.11.0908
Automatic Function Extraction and Analysis for Interpreting Complex Rules from Building Codes
Lu, J.Z., Cao, X.Y., Zheng, Z., Lu, X.Z., Lin, J.R.* (2024). Automatic Function Extraction and Analysis for Interpreting Complex Rules from Building Codes. Engineering Mechanics, xx(x), xx-xx. doi: 10.6052/j.issn.1000-4750.2023.11.0850 (online first)
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