林佳瑞

职称:助理研究员
电话:010-62789225
邮箱:lin611@tsinghua.edu.cn
通信地址:北京市海淀区清华大学土木工程系
邮编:100084

个人主页

https://linjiarui.net

教育背景

2011年8月-2016年6月,清华大学,土木系,工学博士

2007年8月-2011年7月,清华大学,土木系,工学学士

工作履历

2020年7月-今,清华大学土木工程暨建设管理系,研工组组长

2018年10月-今,清华大学土木系,力学计算与仿真实验室主任

2018年8月-今,清华大学土木系,助理研究员

2016年6月-2018年8月,清华大学土木系,博士后

开设课程

工程计算机制图(国家精品课)

数据科学

建筑信息模型技术基础

建筑信息模型理论与应用

土木工程CAE

奖励与荣誉

2016年10月,中国科协2016-2018年度“青年人才托举工程”

2022年02月,2021年中国图学学会科技进步一等奖

2021年05月,2021年上海土木工程学会科技进步二等奖

2019年01月,2018年华夏建设科学技术二等奖

2018年11月,2018年北京市科学技术三等奖

2019年07月,北京市高校第十一届青年教师教学基本功大赛(工科A)三等奖

2018年12月,清华大学第八届青年教师教学大赛(工科组)一等奖

2021年07月,中国图学学会第七届理事会优秀工作者奖

研究领域

主要研究方向为数字孪生、知识图谱、BIM/CIM及智能建造

学术及其他社会兼职

2021年7月-今,中国图学学会BIM专业委员会秘书长

2021年7月-今,中国图学学会第八届理事

2021年7月-今,中国图学学会青年工作委员会委员

2021年7月-今,Advances in Civil Engineering 编委

2016年11月-今,中国图学学会BIM专委会委员

科研项目

1.国家自然科学基金,应对风险的城市基础设施韧性评估与管理,2021.1-2025.12

2.国家自然科学基金,融合知识推理与性能仿真的性能消防设计审查方法,2020.1-2022.12

3.国家重点研发计划,基于 BIM 的乡村住宅标准图集构建与查询技术,2018.12-2022.12

4.国家重点研发计划,建筑及其机电系统标准化大数据的云端动态服务技术,2017.7-2020.7

5.清华大学自主科研项目,算法驱动的自适应交互式建筑能耗治理,2019.1-2020.12

6.北京市自然科学基金,基于本体和 BIM 的消防设计自动审查方法,2019.1-2020.12

7.企业合作,设计BIM模型自动审查方法研究,2019.10-2020.12

8.企业合作,基于BIM和大数据库的国家速滑馆全生命期管控技术与平台,2019.6-2020.6

学术成果

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