Lin Jiarui

Position:Research Assistant Professor
Address:Department of Civil Engineering, Tsinghua University, Haidian District, Beijing
Postal Code:100084
Tel:(8610) 62789225
E-mail:lin611@tsinghua.edu.cn

Education Background

Aug, 2011-Jun, 2016: Ph.D in Department of Civil Engineering, Tsinghua University

Aug, 2007-Jul, 2011: B.S. in Department of Civil Engineering, Tsinghua University

Work Experience

July, 2020-Now: Leader of Working Group for Graduate Affairs at Department of Civil Engineering, Tsinghua University

Dec, 2018-Now: Director of the Mechanics Computing and Simulation Laboratory, Tsinghua University

Aug, 2018-Now: Research Assistant Professor, Tsinghua University

Jul, 2016-Aug, 2018: Postdoctoral Research Associate, Tsinghua University

Teaching Courses

Instructor of Computer-aided Engineering Drawing

Principal Instructor of Data Science

Principal Instructor of Building Information Modeling Technology

Principal Instructor of Building Information Modeling Theory and Practice

Instructor of Computer-aided Civil Engineering

Honors and Awards

Oct, 2016, Young Elite Scientists Sponsorship Program by the China Association for Science and Technology

Feb,2022,First Prize of the 2021 Science and Technology Progress Award of China Graphic Society

May, 2021, Second Prize of the 2021 Science and Technology Award of Shanghai Society of Civil Engineering

Jan, 2019, Second Prize of the 2018 China Construction Science and Technology Award

Nov, 2018, Third Prize of the 2018 Beijing Science and Technology Award

Jul, 2019, Third Prize of the 11th Teaching Competition for Young Faculties in Beijing

Dec, 2018, First Prize of 8th Teaching Competition for Young Faculties in Tsinghua

Jul, 2021, Outstanding Worker Award of the 7th Council of China Graphics Society

Research Interests

Information technology for building and civil engineering, including smart/intellignet construction, building information model (BIM), augmented reality (AR) ,cloud computing and internet of things (IoT).

Professional Service

July, 2021-Now: General Secretary of Professional Committee for Building Information Modeling, China Graphics Society

July, 2021-Now: Council Member of China Graphics Society

July, 2021-Now: Member of Working Committee for Youth Development, China Graphics Society

July, 2021-Now: Editorial Member of Advances in Civil Engineering

November, 2016-Now: Member of Professional Committee for Building Information Modeling, China Graphics Society

Research Projects

1.2021.1-2025.12: Resilience Assessment and Management of City Infrastructures, NSFC Major Program

2.2020.1-2022.12: Automatic Compliance Checking of Performance-based Fire Protection Design by Integrating Reasoning and Simulation, NSFC Project

3.2018.12-2022.12: BIM-based Standard House Design for Rural Area, National Key R&D Program

4.2017.7-2020.7: Dynamic Cloud Service for Building Performance Management, National Key R&D Program

5.2019.1-2020.12: Algorithmic Governance of Interactive Building, Tsinghua Initiative Research Program

6.2019.1-2020.12: Automatic Code Checking for Fire and Evacuation based on Ontology and BIM, BNSF project

Academic Achievements

1.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

2.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

3.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

4.Zheng, Z., Zhou, Y.C., 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

5.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

6.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

7.Wu, M.H., Lin, J.R.*, Zhang, X.H. (2022). How Human-robot Collaboration Impacts Construction Productivity: An Agent-based Multi-fidelity Modeling Approach. Advanced Engineering Informatics, 52, 101589. doi: 10.1016/j.aei.2022.101589

8.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

9.Hu, Z.Z.*, Leng, S., Lin, J.R., Li, S.W., Xiao, Y.Q. (2022). Knowledge Extraction and Discovery Based on BIM: A Critical Review and Future Directions. Archives of Computational Methods in Engineering, 29(1), 335-356. doi: 10.1007/s11831-021-09576-9

10.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

11.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

12.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

13.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

14.Zhang, Y.Y., Hu, Z.Z., Lin, J.R.*, Zhang J.P. (2021). Linking Data Model and Formula to Automate KPI Calculation for Building Performance Benchmarking. Energy Reports, 7, 1326-1337. doi: 10.1016/j.egyr.2021.02.044

15.Yuan, S., Hu, Z.Z., Lin, J.R., Zhang Y.Y.* (2021). A Framework for the Automatic Integration and Diagnosis of Building Energy Consumption Data. Sensors, 21(4), 1395. doi: 10.3390/s21041395

16.Lin, J.R.*, Hu, Z.Z., Li, J.L., Chen, L.M. (2020). Understanding On-Site Inspection of Construction Projects based on Keyword Extraction and Topic Modeling. IEEE Access, 8, 198503-198517. doi: 10.1109/ACCESS.2020.303521

17.Leng, S., Lin, J.R., Hu, Z.Z.*, Shen, X. (2020). A Hybrid Data Mining Method for Tunnel Engineering Based on Real-Time Monitoring Data from Tunnel Boring Machines. IEEE Access, 8, 90430-90449. doi: 10.1109/ACCESS.2020.2994115

18.Lin, J.R.*, Zhou, Y.C. (2020). Semantic Classification and Hash Code Accelerated Detection of Design Changes in BIM Models. Automation in Construction, 115, 103212. doi: 10.1016/j.autcon.2020.103212

19.Zhang, Y.Y., Kang, K., Lin, J.R.*, Zhang, J.P., Zhang, Y. (2020). Building Information Modeling–based Cyber-Physical Platform for Building Performance Monitoring. International Journal of Distributed Sensor Networks, 16(2), 1-21. doi: 10.1177/1550147720908170

20.Wang, H.W., Lin, J.R.*, Zhang, J.P. (2020). Workpackage-based Information Modeling for Resource-Constrained Scheduling of Construction Projects. Automation in Construction, 109, 102958. doi: 10.1016/j.autcon.2019.102958

21.Zhou, Y.W., Hu, Z.Z., Lin, J.R.*, Zhang, J.P. (2020). A Review on 3D Spatial Data Analytics for Building Information Models. Archives of Computational Methods in Engineering, 27(5), 1449-1463. doi: 10.1016/10.1007/s11831-019-09356-6

22.Lin, J.*, Cao, J., Zhang, J., van Treeck, C., Frisch, J. (2019). Visualization of Indoor Thermal Environment on Mobile Devices based on Augmented Reality and Computational Fluid Dynamics. Automation in Construction, 103, 26-40. doi: 10.1016/j.autcon.2019.02.007

23.Lin, J., Zhang, J., Zhang, X., Hu, Z.* (2019). Automating Closed-Loop Structural Safety Management for Bridge Construction through Multisource Data Integration. Advances in Engineering Software, 128, 152-168. doi: 10.1016/j.advengsoft.2018.11.013

24.He, T., Zhang, J., Lin, J.*, Li, Y. (2018). Multiaspect Similarity Evaluation of BIM-Based Standard Dwelling Units for Residential Design. Journal of Computing in Civil Engineering, 32(5), 04018032. doi: 10.1061/(ASCE)CP.1943-5487.0000774

25.Peng, Y., Lin, J.R., Zhang, J.P., Hu, Z.Z.* (2017). A Hybrid Data Mining Approach on BIM-based Building Operation and Maintenance. Building and Environment, 126, 483-495. doi: 10.1016/j.buildenv.2017.09.030

26.Zhang, J., Liu, Q., Hu, Z., Lin, J.*, Yu, F. (2017). A Multi-Server Information-Sharing Environment for Cross-Party Collaboration on a Private Cloud. Automation in Construction, 81, 180-195. doi: 10.1016/j.autcon.2017.06.021

27.Lin, J., Hu, Z.*, Zhang, J., Yu, F. (2016). A Natural‐Language‐Based Approach to Intelligent Data Retrieval and Representation for Cloud BIM. Computer‐Aided Civil and Infrastructure Engineering, 31(1), 18-33. doi: 10.1111/mice.12151

Baidu
sogou