师资队伍

教师名录

潘越

土木工程系

电子邮件:panyue001@sjtu.edu.cn
通讯地址:上海市闵行区东川路800号上海交通大学木兰船建大楼A401室

【工作经历】

2021.10 -至今:上海交通大学,土木工程系,助理教授


【教育背景】

2018.07 – 2021.07:新加坡南洋理工大学,土木工程,博士 (毕业论文:Mining building information modeling (BIM) event logs for improved project management)

2016.08 – 2017.12:美国卡内基梅隆大学,土木工程,硕士(Advanced Infrastructure Systems项目)

2012.09 – 2016.06:同济大学,工程力学,学士


1. 智能建造与运维/Smart construction engineering and management

2. 建筑信息模型与数字孪生/Building information modeling (BIM) and digital twin

3. 数据挖掘与计算机视觉/Data mining and computer vision


欢迎对基于人工智能的基础设施系统数字化建造与管理感兴趣的同学积极联系咨询。


多份SCI杂志审稿人,部分如下:

Automation in Construction

Information Sciences

Expert Systems with Applications

Engineering Applications of Artificial Intelligence

Reliability Engineering and System Safety

 


2022年度上海市启明星项目(扬帆专项),在研,主持

上海申通地铁集团科研项目,城市地铁隧道表观病害快速检测系统与实现,在研,主要参与

上海交通大学青年教师启动基金项目,在研,主持


【SCI期刊论文】

[1] Y. Pan and L. Zhang, "Automated process discovery from event logs in BIM construction projects," Automation in Construction, vol. 127, p. 103713, 2021. (IF: 7.7)

[2] Y. Pan and L. Zhang, "A BIM-data mining integrated digital twin framework for advanced project management," Automation in Construction, vol. 124, p. 103564, 2021. (IF: 7.7)

[3] Y. Pan and L. Zhang, "Roles of artificial intelligence in construction engineering and management: A critical review and future trends," Automation in Construction, vol. 122, p. 103517. (IF: 7.7)

[4] G. Zhang, Y. Pan, and L. Zhang, "Semi-supervised learning with GAN for automatic defect detection from images," Automation in Construction, vol. 128, p. 103764, 2021. (IF: 7.7)

[5] Y. Pan, L. Zhang, and Z. Li, "Mining event logs for knowledge discovery based on adaptive efficient fuzzy Kohonen clustering network," Knowledge-Based Systems, p. 106482, 2020. (IF: 8.038)

[6] Y. Pan, L. Zhang, J. Koh, and Y. Deng, "An adaptive decision making method with copula Bayesian network for location selection," Information Sciences, 2020. (IF: 6.795)

[7] Y. Pan, G. Zhang, and L. Zhang, "A spatial-channel hierarchical deep learning network for pixel-level automated crack detection," Automation in Construction, vol. 119, p. 103357, 2020. (IF: 7.7)

[8] Y. Pan and L. Zhang, "Data-driven estimation of building energy consumption with multi-source heterogeneous data," Applied Energy, vol. 268, p. 114965, 2020. (IF: 9.746)

[9] Y. Pan, L. Zhang, and M. J. Skibniewski, "Clustering of designers based on building information modeling event logs," Computer‐Aided Civil and Infrastructure Engineering, vol. 35, no. 7, pp. 701-718, 2020. (IF: 11.775)

[10] Y. Pan, L. Zhang, X. Wu, and M. J. Skibniewski, "Multi-classifier information fusion in risk analysis," Information Fusion, 2020. (IF: 12.975)

[11] Y. Pan and L. Zhang, "BIM log mining: Learning and predicting design commands," Automation in Construction, vol. 112, p. 103107, 2020. (IF: 7.7)

[12] Y. Pan and L. Zhang, "BIM log mining: Exploring design productivity characteristics," Automation in Construction, vol. 109, p. 102997, 2020. (IF: 7.7)

[13] G. Zhang, Y. Pan, L. Zhang, and R. L. K. Tiong, "Cross-scale generative adversarial network for crowd density estimation from images," Engineering Applications of Artificial Intelligence, vol. 94, p. 103777, 2020. (IF: 6.212)

[14] Y. Pan, L. Zhang, X. Wu, K. Zhang, and M. J. Skibniewski, "Structural health monitoring and assessment using wavelet packet energy spectrum," Safety Science, vol. 120, pp. 652-665, 2019. (IF: 4.877)

[15] Y. Pan, S. Ou, L. Zhang, W. Zhang, X. Wu, and H. Li, "Modeling risks in dependent systems: A Copula-Bayesian approach," Reliability Engineering and System Safety, vol. 188, pp. 416-431, 2019. (IF: 6.188)

[16] Y. Pan, L. Zhang, Z. Li, and L. Ding, "Improved fuzzy Bayesian network-based risk analysis with interval-valued fuzzy sets and DS evidence theory," IEEE Transactions on Fuzzy Systems, 2019. (IF: 12.029)

[17] Y. Pan, L. Zhang, X. Wu, W. Qin, and M. J. Skibniewski, "Modeling face reliability in tunneling: A copula approach," Computers and Geotechnics, vol. 109, pp. 272-286, 2019. (IF: 4.956)

 

【国际会议论文】

Y. Pan and L. Zhang, "Exploring Collaborative Networks in BIM Design Based on Event Logs.", Construction Research Congress 2020: Computer Applications, American Society of Civil Engineers Reston, VA, 2020, pp. 306-315.

 

【专著】

L. Zhang, Y. Pan, X. Wu, and M. J. Skibniewski, "Artificial Intelligence in Construction Engineering and Management," ed: Springer, 2021.

2022年入选上海市海外高层次人才计划

2018年-2021年 新加坡南洋理工大学全额奖学金

2016年-2017年 美国卡内基梅隆大学土木与环境工程学院奖学金

2016年 同济大学优秀毕业生

2015年 同济大学优秀学生


版权所有 © 2014 上海交通大学船舶海洋与建筑工程学院 沪交ICP备05053   流量统计