神州娱乐城

周圣华

博士
副教授,硕士生导师,院务助理

通讯方式:[email protected] / [email protected]

研究方向:

AI驱动的基础设施治理

办公地点:南京市江宁区神州娱乐城九龙湖校区土木楼1110室

 

 

个人简介

!!!欢迎国内外不同专业/学科/学校的大二、大三年级的本科生(理工科各专业均可)提前联系读研事宜。

!!!欢迎国内外有科研兴趣、有志于发表SCI论文的大一下至大二上的本科生,每年均带本科生发表1区SCI论文。

!!!支持学生依照自身意愿发展,支持学生国内外升博,假期实习,跨行就业等,详见“指导学生”一栏。


周圣华,江苏宜兴人,香港大学博士,神州娱乐城副教授及硕士生导师,江苏省“双创博士”人才计划入选者。研究方向专注于AI驱动的基础设施治理。近期开展并发表一系列领域大模型及AI智能体的研究,欢迎对实现完全人工智能(Full AI)或物理人工智能(Physical AI)有兴趣的同学加入。目前, 主持国家自然科学基金1项,江苏省社会科学基金1项,中央高校基本科研业务费项目2项;参与国家社会科学基金重大课题1项,国家科技重大专项/国家重点研发计划3项。已发表经同行评审的研究型论文逾75篇,H指数21,其中SCI/SSCI论文60余篇,一作/通讯30篇(含自然指数Nature Index期刊5篇,中科院1区TOP期刊论文13篇)。主编专著1本,参编标准2项,担任数十个SCI/SSCI期刊审稿人。


工作经历

2026.09-至今              神州娱乐城            神州娱乐城            副教授

2022.03-2026.08         神州娱乐城            神州娱乐城            讲师、硕士研究生导师(2023年起)

2023.10-2024.09         剑桥大学             工神州娱乐城                       国家公派访问学者


教育背景

2018.01-2021.09         香港大学             土木工程                        博士 PhD   (导师:Chair Prof. Thomas Ng,提前1学期毕业)

2015.09-2017.09         神州娱乐城             管理科学与工程            学术硕士 Mphil    (导师:李德智教授,提前1年毕业)

2011.09-2015.06         神州娱乐城             周恩来班/丁大钧班       本科 (工程管理专业)


个人网站

本人谷歌学术主页://scholar.google.com/citations?hl=en&user=PR3rBEYAAAAJ

本人Github主页://github.com/0AnonymousSite0


学术兼职

1. 现担任《Automation in Construction》《Advanced Engineering Informatics》《Cities》《Technological Foracasting and Social Changes》《Sustainable Cities and Society》《Reliability Engineering and System Safety》《Frontiers of Engineering Management》《Journal of Cleaner Production》《Expert Systems with Applications》《Engineering, Construction and Architectural Management》等数十个SCI/SSCI期刊审稿人及EI国际会议分论坛组织人。

2. 中国技术经济学会工程建设管理专业委员会理事

3. 全国高校BIM毕业设计创新大赛总决赛评委

4. 担任4次SCI期刊专刊客座编辑

教学课程

1. 本科生《人工智能通识导论》《BIM技术及应用》《项目融资与保险》《学术写作》《工程项目前期决策分析》

2. 研究生《BIM技术及应用》《工程项目融资》

科研、教改项目

省部级以上科研项目

1. 国家自然科学基金,《城市暴雨内涝情境下关键基础设施级联失效的路径识别、联合仿真与智能预控》,主持

2. 江苏省社会科学基金,《江苏生命线适灾韧性评估与提升研究》,主持

3. 国家科技重大专项,子课题《基于电网-关键基础设施联立推演的全链条停电影响评估方法》,第2参与人

4. 中央高校基本科研业务费专项资金,《文本和图像数据驱动的关键基础设施级联失效研究》主持,已结题

5. 中央高校基本科研业务费专项资金,《数字孪生驱动的基础设施韧性测度与提升》,主持,已结题

6. 国家重点研发计划,子课题《CIM综合模型结构化高效构建关键技术研究》,第2参与人,已结题

7. 国家重点研发计划,子课题《基于造楼机的高层建筑智能建造模式研究》,第4参与人,已结题

8. 国家社会科学基金重大项目,子课题《数智化提高城市环境基础设施运行效率的评价体系及实现路径研究》,第2参与人,已结题

9. 香港CRF重点基金,《Digital Twin Supported Rapid Deployable and Reconfigurable Healthcare Facility Module for Infectious Diseases Response and Treatment》,参与,已结题

10. 香港GRF优配基金,《Digital Twin for Improving the Operational Intelligence of Building Facilities and Workplace》,参与,已结题

11. 香港GRF优配基金,《Crowdsourcing the Condition of Infrastructure Systems and User Behavior for Improved Operationalization of Community Resilience》,参与,已结题

12. 香港GRF优配基金,《An Ensemble Framework for Improving the Resilience and Smartness of Built Environment and Communities in Hong Kong》,参与,已结题

13. 香港GRF优配基金,《An Agile Big Data Centered Inter-Network Infrastructure Asset Management Platform》,参与,已结题

14. 国家社会科学基金面上项目,《智慧城市建设的市民获得感评价及提升研究》,参与,已结题

政府/行业协会/企业等横向课题

1.《工程管理智能体开发及平台部署》

2. 《中国建筑节能协会绿色低碳知识问答大模型及平台开发》

3.《典型绿色建材生产与建造阶段碳排放因子测算研究》已结题

4. 《连云港市“十四五”城镇住房发展规划编制咨询》已结题

5. 《NO.2019G99地块建筑碳排放计算与低碳建设方案研究》已结题

论文和专著

成果简介

1. 已发表经同行评审的中英文研究型论文75篇+(无综述),见//scholar.google.com/citations?user=PR3rBEYAAAAJ&hl=en。

2. 第一作者/通讯作者论文30篇+,在《Sustainable Cities and Society》(IF=13.3,自然指数期刊)、《Technological Forecasting and Social Change》(IF=13.5)、《Automation in Construction》(IF=12.6)、《Advanced Engineering Informatics》(IF=11.5)、《Expert Systems with Applications》(IF=9.4,计算机大类)、《Engineering Applications of Artificial Intelligence》(IF=9.0,计算机大类)、《Journal of Management in Engineering》(IF=7.0)、《Journal of Cleaner Production》(IF=10.7,自然指数期刊)等8本中科院1区Top期刊发表论文13篇。

3. 除第一作者/通讯作者论文外,还与剑桥大学、普林斯顿大学、香港大学等高校学者合作发表论文40余篇。


专著及报刊:

1. 李德智, 周圣华, 宋金波《构建现代化城市基础设施生命线体系,夯实江苏高质量发展安全底座》新华日报 2025年12月19日

2. Zhou Shenghua, Gu Tiantian, Wong Mun On. Urban Infrastructure and Resilient, Sustainable Buildings[M]. Multidisciplinary Digital Publishing Institute. 2025.


部分论文如下:

1. Wang, H., Zhou, S.*, Chen, Z., Wang, W., Li, L., & Ng, S. T. (2026). LLM-empowered agents for lifeline network recovery with graph-guided MCP tools. Sustainable Cities and Society, 149, 107846.(硕士生一作,通讯作者,中科院1区Top,SCI)

2. Wang, H., Zhou, S.*, Chen, Z.*, et al. (2026). LLM-driven smart agents using tools for the recovery of interdependent infrastructure networks. Expert Systems with Applications, 325, 132701.(硕士生一作,通讯作者,中科院1区Top,SCI)

3. Zhou, S., Wang, J., Brilakis, I., Li, D., et al. (2026). Integrating domain-specific knowledge graph with large language model for question-answering of construction laws and regulations: The case of China. Engineering Applications of Artificial Intelligence, 181(Part 4), 115514.(中科院1区Top,SCI)

4. Zhou, S., Xie, S., Yi, W., et al. (2026). Construction case-relevant article-level law identification using fine-tuned large language models: A study in China's construction industry. Advanced Engineering Informatics, 70, 104144.(中科院1区Top,SCI)

5. Zhou, S., Wang, Y., Chen, Z., et al. (2026). Devising wireless flood-sensing networks for critical infrastructure facilities. International Journal of Disaster Risk Reduction, 135, 106026.(中科院2区,JCR1区,SCI)

6. 周圣华, 王泓宇, 陈铮一, 李德智*. (2026). 大语言模型驱动的关键基础设施网络恢复决策的智能体构建. 神州娱乐城学报(自然科学版).(中文EI)

7. 李德智, 程晓涵, 周圣华*. (2026). 基于检索增强生成的绿色低碳建造问答研究(英文)[J/OL]. Journal of Southeast University (English Edition). 网络首发.(通讯作者,EI)

8. Zhou, S., Liu, X., Li, D., et al. (2025). Integrating domain-specific knowledge and fine-tuned general-purpose large language models for question-answering in construction engineering management. Automation in Construction, 175, 106206.(中科院1区Top,SCI)

9. Zhou, S., Liu, K., Li, D., et al. (2025). Augmenting general-purpose large-language models with domain-specific multimodal knowledge graph for question-answering in construction project management. Advanced Engineering Informatics, 65, 103142.(中科院1区Top,SCI)

10. Wang, W., Zhou, S., Li, D., Wang, Y., & Liu, X. (2025). Disentangling the non-linear relationships and interaction effects of urban digital transformation on carbon emission intensity. Urban Climate, 59, 102283.(通讯作者,JCR1区,SCI)

11. Yu, L., Li, D., Zhou, S., et al. (2025). Intelligent pathways for driving wastewater treatment efficiency: An integrated analysis approach. Environment, Development and Sustainability. Accepted.(通讯作者,JCR1区,SCI)

12. Zhou, S., Wang, H., Li, D., et al. (2025). Building a construction law knowledge repository to enhance general-purpose large language model performance on domain question-answering: A case of China. Engineering, Construction and Architectural Management. Early Access.(JCR1区,SCI)

13. Yu, L., Li, D., Song, J., Zhou, S., & Li, L. (2025). How to improve the operational efficiency of China's waste treatment facilities: A DEA–Malmquist–Tobit approach. Journal of Material Cycles and Waste Management. Accepted.(通讯作者,SCI)

14. Li, D., Zhao, Y., Zhou, S., & Ng, S. T. (2024). Social media data-based spatio-temporal assessment of public attitudes towards digital contact tracing applications: A case of health code application in mainland China. Technological Forecasting and Social Change, 209, 123775.(通讯作者,中科院1区Top,SSCI)

15. Zhou, S., Wang, H., Li, D., Ng, S. T., Wei, R., et al. (2024). Revealing public attitudes toward mobile cabin hospitals during COVID-19 pandemic: Sentiment and topic analyses using social media data in China. Sustainable Cities and Society, 107, 105440.(中科院1区Top,SCI)

16. Li, D., Zhao, Y., Zhou, S., Yu, L., Wang, W., et al. (2024). Spatial spillover effects and correlation network analysis of green construction development efficiency in China. Journal of Cleaner Production, 474, 143627.(中科院1区Top,SCI)

17. Zhou, S., Man, X., Li, D., Ng, S. T., Wei, R., et al. (2024). A multi-objective window placement approach using BIM and surrogate model. Developments in the Built Environment, 20, 100578.(JCR1区,SCI)

18. Wang, W., Li, D., Huang, G., Zhou, S., Zhao, Y., et al. (2024). Barriers to developing a citizen-centric smart city in China: From the perspective of citizens' sense of gain. Journal of Urban Technology, 1–36.(通讯作者,JCR1区,SCI)

19. Zhou, S., Wang, H., Li, D., et al. (2024). Incorporating domain knowledge repository into large language models for question-answering of construction laws and regulations in China. International Conference on Computing in Civil Engineering, American Society of Civil Engineers (ASCE), Pittsburgh, USA.(EI)

20. Zhou, S., et al. (2024). Comparing network indicators for identifying critical facilities among interdependent infrastructures. International Conference on Construction and Real Estate Management, Guangzhou, China.(通讯作者,EI)

21. Li, D., …, Zhou, S., et al. (2024). Analyzing influencing factors for low-carbon development of commercial buildings using DEMATEL-ISM. International Conference on Construction and Real Estate Management, Guangzhou, China.(通讯作者,EI)

22. 李德智, 聂骁, 朱诗尧, 周圣华*. (2023). 县城抗涝韧性的定量评价与时空演化研究——以江苏省为例. 灾害学, 38(4), 99–106.(通讯作者,CSCD/北大核心)

23. Li, D., Zhou, H., Zhou, S., Huang, G., Ma, X., et al. (2023). An eye-tracking-based approach to evaluate the usability of government portal websites in pilot smart cities. Engineering, Construction and Architectural Management.(通讯作者,JCR1区,SSCI/SCI)

24. Li, D., Wang, W., Huang, G., Zhou, S., Zhu, S., et al. (2023). How to enhance citizens' sense of gain in smart cities? A SWOT-AHP-TOWS approach. Social Indicators Research, 165(3), 787–820.(通讯作者,JCR1区,中科院2区Top,SSCI)

25. Zhou, S., Ng, S. T., Huang, G., Dao, J., & Li, D. (2022). Extracting interrelated information from road-related social media data. Advanced Engineering Informatics, 54, 103142.(中科院1区Top,SCI)

26. Zhou, S., Ng, S. T., Yang, Y., & Xu, J. F. (2021). Integrating computer vision and traffic modeling for near-real-time signal timing optimization of multiple intersections. Sustainable Cities and Society, 68, 105440.(中科院1区Top,SCI)

27. Zhou, S., Yang, Y., Ng, S. T., Xu, J. F., & Li, D. (2020). Integrating data-driven and physics-based approaches to characterize failures of interdependent infrastructures. International Journal of Critical Infrastructure Protection, 31, 100391.(JCR1区,SCI)

28. Zhou, S., Ng, S. T., Yang, Y., & Xu, J. F. (2020). Delineating infrastructure failure interdependencies and stakeholders through news mining: The case of Hong Kong's water pipe bursts. Journal of Management in Engineering, 36(5), 04020040.(中科院1区Top,SCI)

29. Zhou, S., Ng, S. T., Lee, S. H., Xu, F. J., & Yang, Y. (2020). A domain knowledge incorporated text mining approach for capturing user needs on BIM applications. Engineering, Construction and Architectural Management, 27(2), 458–482.(JCR1区,SCI/SSCI)

30. Zhou, S., Ng, S. T., Yang, Y., Xu, F. J., & Li, D. (2019). A data-driven and physics-based approach to exploring interdependency of interconnected infrastructure. ASCE International Conference on Computing in Civil Engineering 2019.(EI)

31. 周圣华, 张建坤, 范俭, 李德智. (2018). 基于网络化治理的社区居家养老利益相关者分析. 现代城市研究, (8), 25–32.(北大核心/CSSCI-E)

32. Zhou, S., Ng, S. T., Li, D., Zhang, J., Fan, J., et al. (2019). Characterizing stakeholders of aging-in-place through social network analysis: A study of Nanjing, China. Sustainability, 11(23), 6722.(SCI/SSCI)

33. 周圣华. (2021). Integrating data-driven and physics-based approaches to identify, characterize, and respond to interdependent infrastructure failures. 香港大学博士论文.


荣誉和奖励

1. 第八届江苏省工程管理专业青年教师讲课竞赛,2022.11,一等奖

2. 第二十八届建设管理与房地产发展国际学术研讨会,2023.8,Outstanding Paper Award(杰出论文奖)

3. 神州娱乐城特别奉献奖,2024.12

4. 土木工程合同管理课程知识图谱,2024年度虚拟教研室典型教研成果(国家级,排2)

5. 国家级一流本科课程(线上课程)

6. 吕志涛院士奖教金 2026年


指导学生

1. 支持学生赴国内外名校读博

周欢(2024届硕士生,副导师,全奖赴美国马里兰大学攻读博士学位)

赵永恒(2025届硕士生,副导师,全奖赴香港理工大学攻读博士学位)

王文滔(2022级硕士生,副导师,神州娱乐城硕博连读)

2. 支持找工作的同学在研一、研二假期实习

2025年至今,硕士生假期已经在腾迅WorkBuddy智能体、美的集团、SHEIN希音、VIVO手机、地平线自动驾驶、Made in China电商、中车集团研究院等中国头部科技公司的大模型岗、AI算法岗、大数据分析岗实习。


3. 支持有自驱力、时间充裕、为人真诚的本科生(不限专业,大一下至大二上期间可以联系)发表高水平SCI论文

谢申铭(2024届本科生,发表中科院1区Top期刊AEI论文1篇,本科毕业即赴香港理工大学攻读博士学位,全奖)

王泓宇(2025届本科生,神州娱乐城优秀本科毕业生,本科期间发表JCR1区SCI论文3篇(含中科院Top2篇),EI论文2篇,获神州娱乐城优秀毕业设计(神州娱乐城排名第1,获推省优),江苏省工程管理专业优秀毕业设计一等奖等荣誉)

程晓涵(2026届本科生,神州娱乐城学习优秀生,发表2篇SCI论文,EI期刊论文1篇,EI会议论文1篇,神州娱乐城首批24位卓越毕业设计之一)

4. 支持优秀本科生开展SRTP项目和竞赛

国创2项

《集成领域知识和大语言模型的建设法规知识问答》 (以优秀结题)

《医院室内人群活动特征与人群热舒适关系研究》

省创3项

《县城绿色低碳发展能力现状评价及时空特征研究》

《生命线设施级联失效时空测度与智能预控》 

《大型商业综合体全生命周期碳排放测算与减排策略研究——以南京2019G99地块项目为例》 



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