Jia-Rui Lin

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

Personal Site

https://linjiarui.net

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

Dec, 2023-Now: Associate Professor, Tsinghua University

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🤾🏿‍♂️、Director of the Digital Construction Teaching Laboratory, Tsinghua University

Aug, 2018-Nov, 2023: Assistant Professor, Tsinghua University

Jan, 2018-Jun, 2018: Visiting Scholar, Stanford University

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

Teaching Courses

Instructor of Computer-aided Engineering Drawing(National Excellent Course)

Principal Instructor of Data Science(University Excellent Course)

Principal Instructor of Building Information Modeling Theory and Practice

Honors and Awards

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

Dec. 2024, Special Prize for Scientific and Technology Progress, Yellow River Conservancy Commission

Mar, 2024, Second Prize of the 2023 China Construction Science and Technology Award

Sept, 2023, Winner in the Category of Professional Research of 2023 buildingSMART openBIM Awards

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


December, 2024, Liu Bing Award, Tsinghua University (15 in total )

Aug, 2024, Sponsorship for Young Outstanding Teacher in CAD/CG of China Graphics Society (5 in total)

Apr, 2023, Great Mentor and Beneficial Friend selected by the graduate students in Tsinghua (47 in total)

Dec, 2022, Outstanding Instructor for Social Practice of Graduate Students in Beijing

Oct, 2022, Excellent Instructor for Social Practice of Tsinghua (20 in total)

Jun, 2022, Excellent Advisor for Graduate Students of Tsinghua

May, 2022, Receiver of the LuQian Incentive Scholarship for Learning and Teaching of Department of Civil Engineering and Construction Management of Tsinghua University

Dec, 2021, Outstanding Faculty for the Career Guidance of Graduate Students in Tsinghua (35 in total)

Dec, 2020, Excellent Advisor (First Prize) of the 2020 Student Research Trainning Program of Tsinghua University (15 in total)

Dec, 2019, Excellent Advisor (First Prize) of the 2019 Student Research Trainning Program of Tsinghua University (15 in total)

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

Nov, 2023-Now: Editorial Board Member of Journal of Graphics

Jan, 2023-Now: Editorial Board Member of Buildings

July, 2023-Now: Member of Committee of Rural Community and Public Facilities, China Association for Engineering Construction Standardization (CECS)

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

1.2024.1-2027.12: Data- and Knowledge-Driven Detection and Optimziation of Temporal Spatial Conflicts in Complex MEP Systems, NSFC Project

2.2021.1-2025.12: Resilience Assessment and Management of City Infrastructures, NSFC Major Program

3.2020.1-2022.12: Automatic Compliance Checking of Performance-based Fire Protection Design by Integrating Reasoning and Simulation, NSFC Project

4.2023.12-2027.11: Knowledge Base for Building Codes and Standards, Subproject of the National Key R&D Program

5.2023.12-2026.11:Digital Twin Driven Simulation for Construction and Renovation of Buildings, Subproject of the National Key R&D Program

6.2018.12-2022.12: BIM-based Standard House Design for Rural Area, Subproject of the National Key R&D Program

7.2017.7-2020.7: Dynamic Cloud Service for Building Performance Management, Subproject of the National Key R&D Program

8.2019.1-2020.12: Automatic Code Checking for Fire and Evacuation based on Ontology and BIM, BNSF project

9.2019.10-2020.12: Research on Automated BIM Model Review Methods, Enterprise Collaboration

10.2019.6-2020.6: National Speed Skating Oval Lifecycle Management Technology and Platform Based on BIM and Big Data, Enterprise Collaboration

Academic Achievements

1.Ni, X.R., Pan, P., Lin, J.R.* (2025). What Makes a Good BIM Design? Quantifying the Link between Design Behavior and Quality. Automation in Construction, 171, 105992. doi: 10.1016/j.autcon.2025.105992

2.Zhou, S., Lin, J.R.*, Pan, P., Pan, Y., Brilakis, I. (2025). Impact of Color and Mixing Proportion of Synthetic Point Clouds on Semantic Segmentation. Automation in Construction, 171, 105963. doi: 10.1016/j.autcon.2025.105963

3.Han, J., Zheng, Z., Lu, X.Z., Chen, K.Y., Lin, J.R.* (2024). Enhanced Earthquake Impact Analysis based on Social Media Texts via Large Language Model. International Journal of Disaster Risk Reduction, 109, 104574. doi: 10.1016/j.ijdrr.2024.104574

4.Zheng, Z., Zhou, Y.C., Chen, K.Y., Lu, X.Z., She, Z.T., Lin, J.R.* (2024). A Text Classification-based Approach for Evaluating and Enhancing the Machine Interpretability of Building Codes. Engineering Applications of Artificial Intelligence, 127, 107207. doi: 10.1016/j.engappai.2023.107207

5.Jiang, C., Liang, X., Zhou, Y.C., Tian, Y., Xu, S, Lin, J.R.*, Ma, Z., Yang S., Zhou, H. (2023). A Multilayer Perceptron-based Fast Sunlight Assessment for the Conceptual Design of Residential Neighborhoods under Chinese Policy. Building and Environment, 244, 110739. doi: 10.1016/j.buildenv.2023.110739

6.Jiang, C., Li, X., Lin, J.R.*, Liu, M., Ma, Z. (2023). Adaptive Control of Resource Flow to Optimize Construction Work and Cash Flow via Online Deep Reinforcement Learning. Automation in Construction, 150, 104817. doi: 10.1016/j.autcon.2023.104817

7.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

8.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

9.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

10.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

11.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

12.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

13.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

14.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

15.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

16.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

17.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

18.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

19.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

20.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

21.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

22.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

23.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

24.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

25.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

26.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

27.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

28.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

29.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

30.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

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