徐鑫,男,江苏泰州人,中共党员,毕业于美国普渡大学(Purdue University),获得土木工程(管理方向)博士学位。2021年10月加入yabo888vip网页版登录,从事工程管理相关教学与研究工作。研究方向主要包括土木工程基础设施集成管理,工程项目知识挖掘、语义建模与推理,智能建造等。
智能建造,工程大数据挖掘与分析
语义网技术(如本体,知识图谱等)和人工智能技术(如机器学习,深度学习,自然语言处理等)在土木工程基础设施集成管理中的应用研究
工程项目管理,智能建造导论,数据库,BIM, Computer Application in Construction Management
期刊论文
1. Chen, K.*, Reichard, G., Xu, X., and Akanmu, A. (2023). "GIS-based Information System for Automated Building Façade Assessment based on Unmanned Aerial Vehicles and Artificial Intelligence." Journal of Architectural Engineering (Accepted)
2. Yang, Y., Ng, S.T.*, Li, N.*, Xu, X., Xu, P., and Xu, F.J. (2023). "Adapting HLA-based co-simulation for interdependent infrastructure resilience management." Automation in Construction, SCI(JCR Q1) DOI: 10.1016/j.autcon.2023.104860
3. Jeon, J., Zhang, Y., Yang, L., Xu, X., Cai, H.*, and Tran, D. (2023). "Risk Breakdown Matrix for Risk-Based Inspection of Transportation Infrastructure Projects." Journal of Construction Engineering and Management, ASCE, SCI(JCR Q1) DOI: 0.1061/JCEMD4.COENG-12783
4. Xu, X. and Cai, H.* (2021). “Ontology and Rule-Based Natural Language Processing Approach for Interpreting Textual Regulations on Underground Utility Infrastructure.” Advanced Engineering Informatics, SCI(JCR Q1) doi.org/10.1016/j.aei.2021.101288
5. Xu, X. and Cai, H.* (2021). “Towards an Ontology for Utility Infrastructure: Coupling the Semantics of CityGML Utility Network ADE and Domain Glossaries.” Journal of Computing in Civil Engineering, SCI(JCR Q1) doi.org/10.1061/(ASCE)CP.1943-5487.0000977
6. Xu, X., Jeon, J., Zhang, Y., Yang, L., and Cai, H.* (2021). Automatic Generation of Customized Checklists for Digital Construction Inspection. Transportation Research Record, SCI(JCR Q4) doi.org/10.1177/0361198121995825
7. Xu, X., Chen, K., and Cai, H.* (2020). “Automating Utility Permitting within Highway Right-of-way via a Generic UML/OCL Model and Natural Language Processing.” Journal of Construction Engineering and Management, ASCE, SCI(JCR Q1) doi.org/10.1061/(ASCE)CO.1943-7862.0001936
8. Xu, X. and Cai, H.* (2020). “Semantic Approach to Compliance Checking of Underground Utilities.” Automation in Construction, SCI(JCR Q1) doi.org/10.1016/j.autcon.2019.103006
9. Xu, X., Yuan, C., Zhang, Y., Cai, H.*, Abraham, D. M., and Bowman, M. D. (2019). Ontology-Based Knowledge Management System for Digital Highway Construction Inspection. Transportation Research Record, SCI(JCR Q4) doi.org/10.1177/0361198118823499 [美国交通研究大会杰出论文奖] – 新闻报道:https://engineering.purdue.edu/JTRP/Highlights/ce-research-team-wins-kb-woods-award-for-jtrp-project
10. Jeon, J., Xu, X., Zhang, Y., Yang, L., and Cai, H.* (2021). Extraction of Construction Quality Requirements from Textual Specifications via Natural Language Processing. Transportation Research Record, SCI(JCR Q4) doi.org/10.1177/03611981211001385
11. Chen, K.*, Reichard, G., Xu, X., and Akanmu, A. (2021). Automated Crack Segmentation in Close-Range Building Façade Inspection Images Using Deep Learning Techniques,Journal of Building Engineering, SCI(JCR Q1) doi.org/10.1016/j.jobe.2021.102913
12. Yang, Y., Dao, J., Zhou, S., Xu, J.F., Xu, X., Zhou, Z., and Ng, S.T.* (2021). “BIM-GIS-DCEs Enabled Vulnerability Assessment of Interdependent Infrastructures – A Case of Stormwater Drainage-Building-Road Transport Nexus in Urban Flooding.” Automation in Construction, SCI(JCR Q1) doi.org/10.1016/j.autcon.2021.103626
13. Chen, K.*, Reichard, G., Akanmu, A., and Xu, X. (2021). “Geo-registering UAV-Captured Close-range Images to GIS-based Spatial Model for Building Façade Inspections.” Automation in Construction, SCI(JCR Q1) doi.org/10.1016/j.autcon.2020.103503
14. Yuan, C., Park, J., Xu, X., Cai, H.*, Abraham, D. M., and Bowman, M. D. (2018). Risk-Based Prioritization of Construction Inspection. Transportation Research Record, SCI(JCR Q4) doi.org/10.1177/0361198118782025
会议论文:
1. Xu, X. and Cai, H. (2020). Classifying semantic relationships between utility-specific terminologies via LSTM networks along shortest dependency paths. ASCE Construction Research Congress, March 2020, Tempe, Arizona, USA doi.org/10.1061/9780784482865.040
2. Xu, X., Chen, K., and Cai, H. (2019). Modeling 3D spatial constraints to support utility compliance checking. ASCE International Conference on Computing in Civil Engineering 2019, June 2019, Atlanta, Georgia, USA doi.org/10.1061/9780784482421.056 [美国土木工程师国际计算大会最佳会议论文第三名] – 新闻报道: https://engineering.purdue.edu/CE/AboutUs/News/ Construction_Features/hubo-cai-xin-xu-receive-3rd-place-for-paper-at-asce-conference-on-computing-in-civil-engineering
3. Xu, X. and Cai, H. (2018). Semantic frame-based information extraction from utility regulatory documents to support compliance checking. In Proceedings of the 35th CIB W78 2018 Conference: IT in Design, Construction, and Management, October 2018, Chicago, Illinois, USA doi.org/10.1007/978-3-030-00220-6_27
4. Xu, X., Cai, H., and Chen, K. (2018). An ontology approach to utility knowledge representation. Construction Research Congress, March 2018, New Orleans, Louisiana, USA doi.org/10.1061/9780784481295.032
5. Chen, K., Reichard, G., and Xu, X. (2020). GIS-based modeling of multi-sourced image data collected for building facade inspection. ASCE Construction Research Congress, March 2020, Tempe, Arizona, USA doi.org/ 10.1061/9780784482865.092
6. Jeon, J., Cai, H., Yu D., and Xu, X. (2020). Identification of safety hazards using wearable EEG. ASCE Construction Research Congress, March 2020, Tempe, Arizona, USA doi.org/10.1061/9780784482872.021
7. Chen, K., Reichard, G., and Xu, X. (2019). Opportunities for Applying Camera-Equipped Drones towards Performance Inspections of Building Facades. ASCE International Conference on Computing in Civil Engineering 2019, June 2019, Atlanta, Georgia, USA doi.org/10.1061/9780784482445.015
1、国家级:2023/01~2026/12,国家自然科学基金面上项目,基于XR技术的“绿色+健康”建筑利益相关者参与式评价机制与提升策略研究,43.00万元,在研,参与
2、企业课题:岳阳市中心城区污水系统综合治理PPP项目(二期)-多尺度复杂系统视角下流域生态环境治理项目群,2023/04~2026/03,60.00万元,在研,子课题负责人。
3、Risk-based Construction Inspection Program for Highway Infrastructure Projects (SCDOT-4400022446),2020.01-至今,美国南卡罗莱州交通部,参与
4、Automating the Generation of Construction Inspection Checklists (SPR-4422),2019.07-2020.07,美国印第安纳州交通部,参与
5、Mapping the Underworld of Buried Utilities – A Hybrid Sensing Approach (CMMI-1462638),2016.08-2019.08,美国国家自然科学基金,参与
6、Risk-based Specification for Construction (SPR-4101),2016.08-2019.01,美国印第安纳州交通部,参与