2024.1-2027.12：数据与知识融合驱动的复杂机电管线时空冲突辨识机理及优化方法
国家自然科学基金面上项目, 国家自然科学基金委, 2024
本项目针对复杂机电管线施工涉及空间碰撞、工序冲突等多专业时空冲突，研究提出多专业设计经验高效表征与抽取方法，提出多专业设计复杂时空冲突精准识别与高效优化方法，实现复杂机电管线等多专业时空冲突的智能优化。本项目将突破复杂设计经验表征与抽取瓶颈，创新机电管线时空冲突辨识新机理与优化新方法，服务工程建造提质增效。。
本人为项目负责人。
相关论著发表情况:
A Text Classification-based Approach for Evaluating and Enhancing the Machine Interpretability of Building Codes
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
大语言模型驱动的交互式建筑设计新范式——基于Rhino7的概念验证
蒋灿, 郑哲, 梁雄, 林佳瑞*, 马智亮, 陆新征. (2024). 大语言模型驱动的交互式建筑设计新范式——基于Rhino7的概念验证. 图学学报, 45(03), 594-600. doi:10.11996/JG.j.2095-302X.2024030594
支持复杂规范条文解译的基元函数提取与分析
逯静洲, 曹心瑜, 郑哲, 陆新征, 林佳瑞* (2024). 支持复杂规范条文解译的基元函数提取与分析. 工程力学, xx(x), xx-xx. doi: 10.6052/j.issn.1000-4750.2023.11.0850 (在线发表)
Enhanced Earthquake Impact Analysis based on Social Media Texts via Large Language Model
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
基于Bentley的路基支挡智能化设计方法
汤宏伟, 耿昕钰, 陈宏拓, 谭弘灿, 曾凡云, 林佳瑞* (2024). 基于Bentley的路基支挡智能化设计方法. 清华大学学报(自然科学版), 64(9), 1627-1636. doi: 10.16511/j.cnki.qhdxxb.2024.26.039
基于Revit Model Checker的BIM审查规则库构建与案例测试
曹心瑜, 逯静洲, 林佳瑞* (2024). 基于Revit Model Checker的BIM审查规则库构建与案例测试. 第十届全国 BIM 学术会议论文集, 239-243. 中国建筑工业出版社. 中国, 杭州.
建筑工程标准规范智能解译关键技术及应用
林佳瑞*, 陈柯吟, 郑哲, 周育丞, 陆新征 (2025). 建筑工程标准规范智能解译关键技术及应用. 工程力学, 42(2), 1-14. doi: 10.6052/j.issn.1000-4750.2024.08.ST05
What Makes a Good BIM Design? Quantifying the Link between Design Behavior and Quality
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
建筑工程标准数字化与智能化：现状与未来
林佳瑞, 陈柯吟, 潘鹏* (2025). 建筑工程标准数字化与智能化：现状与未来. 东南大学学报（自然科学版）, 55(1), 16-29. doi: 10.3969/j.issn.1001-0505.2025.01.003
Intelligent BIM Searching via Deep Embedding of Geometric, Semantic, and Topological Features
Huang, P.H., Song, S.Y., Xu, Z., Hu, Z.Z., Lin, J.R.* (2025). Intelligent BIM Searching via Deep Embedding of Geometric, Semantic, and Topological Features. Buildings, 15(6), 951. doi: 10.3390/buildings15060951
A Multi-Factor-Fusion Framework for Efficient Prediction of Pedestrian-level Wind Environment Based on Deep Learning
Hu, Z.Z.*, Min, Y.T., Leng, S., Li, S., Lin, J.R. (2025). A Multi-Factor-Fusion Framework for Efficient Prediction of Pedestrian-level Wind Environment Based on Deep Learning. IEEE Access, 13, 52912-52924. doi: 10.1109/ACCESS.2025.3553490
Digital Twin of Buildings and Occupants for Emergency Evacuation: Framework, Technologies, Applications and Trends
Lin, J.R., Chen, K.Y., Song, S.Y., Cai, Y.H., Pan, P.*, Deng, Y.C. (2025). Digital Twin of Buildings and Occupants for Emergency Evacuation: Framework, Technologies, Applications and Trends. Advanced Engineering Informatics, 66, 103419. doi: 10.1016/j.aei.2025.103419
Unified Network-Based Representation of BIM Models for Embedding Semantic, Spatial, and Topological Data
Han, J., Lu, X.Z., Lin, J.R.* (2025). Unified Network-Based Representation of BIM Models for Embedding Semantic, Spatial, and Topological Data. 2025 Proceedings of the 42nd ISARC, 1245-1251. Montreal, Canada. doi: 10.22260/ISARC2025/0161
Integrated Framework for Compliance Checking and Performance Evaluation in Building Design
Han, J., Zheng, Z., Xu, Z., Lu, X.Z., Lin, J.R.* (2025). Integrated Framework for Compliance Checking and Performance Evaluation in Building Design. Proceedings of The Sixth International Conference on Civil and Building Engineering Informatics, 22, 804-816. Hong Kong. doi: 10.29007/5797
Pretrained Graph Neural Network for Embedding Semantic, Spatial, and Topological Data in Building Information Models
Han, J., Lu, X.Z., Lin, J.R.* (2025). Pretrained Graph Neural Network for Embedding Semantic, Spatial, and Topological Data in Building Information Models. Computer-Aided Civil and Infrastructure Engineering, 40(26), 4607-4631. doi: 10.1111/mice.70073
Translating Regulatory Clauses into Executable Codes for Building Design Checking via Large Language Model Driven Function Matching and Composing
Zheng, Z., Han, J., Chen, K.Y., Cao, X.Y., Lu, X.Z., Lin, J.R.* (2026). Translating Regulatory Clauses into Executable Codes for Building Design Checking via Large Language Model Driven Function Matching and Composing. Engineering Applications of Artificial Intelligence, 163, 112823. doi: 10.1016/j.engappai.2025.112823
Generative Model-Based Building Evacuation Simulation for Safety Design
Han, J., Zheng, Z., Gu, Y., Lin, J.R.*, Lu, X.Z. (2025). Generative Model-Based Building Evacuation Simulation for Safety Design. Journal of Building Engineering, 116, 114644. doi: 10.1016/j.jobe.2025.114644
发表评论