郑亮，广州人，建筑学博士，专注于人工智能与建筑学的跨学科研究，尤其擅长计算机视觉（CV）技术在建筑领域的应用。他的研究方向包括利用计算机视觉技术辅助建筑设计、预测城市环境数据，以及检测建筑材料的质量与耐久性。此外，他对建筑历史、文化遗产保护及装饰艺术等领域也颇有兴趣。
27
The vernacular cultural landscape in traditional villages: global hotspots, emerging trends, and a case study of China’s Qilu cultural district
Zhao Pan, Yile Chen, Yuhao Huang, Liang Zheng
Frontiers in Earth Science (SCIE, Q3, IF=2), 2024
[Paper]
26
Renewal Design of Art University Campuses Using Urban Image Theory: A Case Study on the Hubei Institute of Fine Arts (HIFA)
Tianjia Wang, Yile Chen, Yuhao Huang, Liang Zheng, Chenxi Zhang
Buildings (SCIE, EI, Q2, IF=3.1), 2024
[Paper]
25
Investigating the Surface Damage to Fuzhou’s Ancient Houses (Gu-Cuo) Using a Non-Destructive Testing Method Constructed via Machine Learning
Lei Zhang, Yile Chen, Liang Zheng*, Binwen Yan, Jiali Zhang, Ali Xie, Senyu Lou
Coatings (SCIE, Q2, IF=2.9), 2024
[Paper]
24
Artificial intelligence empowering museum space layout design: Insights from China
Qiang Tang, Liang Zheng*, Yile Chen*, Lina Yan*, Junzhang Chen
PLoS One (SCIE, Q1, IF=2.9), 2024
[Paper]
23
Metagenomic study of the microbiome and key geochemical potentials associated with architectural heritage sites: a case study of the Song Dynasty city wall in Shou County, China
Mingyi Zhao, Yanyu Li, Huanhuan Chen, Yile Chen, Liang Zheng, Yue Wu, Kang Wang, Zhao Pan, Tao Yu, Tao Wang
Frontiers in Microbiology (SCIE, Q2, IF=4.0), 2024
[Paper]
22
Archaeological Excavation, Protection, and Display Engineering Design Practice: A Case Study in the Ruins of the Imperial City of the Minyue Kingdom
Shihui Zhou, Lei Zhang, Yile Chen, Liang Zheng, Nengzhong Lei, Jiali Zhang
Coatings (SCIE, Q2, IF=2.9), 2024
[Paper]
21
Investigating the Satisfaction of Residents in the Historic Center of Macau and the Characteristics of the Townscape: A Decision Tree Approach to Machine Learning
Shuai Yang, Yile Chen, Yuhao Huang, Liang Zheng*, Yue Huang
Buildings (SCIE, EI, Q2, IF=3.1), 2024
[Paper]
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20
Artificial Intelligence for Routine Heritage Monitoring and Sustainable Planning of the Conservation of Historic Districts: A Case Study on Fujian Earthen Houses (Tulou)
Jiayue Fan, Yile Chen*, Liang Zheng*
Buildings (SCI, EI, Q2, IF=3.1), 2024
[Paper]
19
The Correlation Between Asian Port Cities and Traditional Portuguese Urban Forms Based on Map and Machine Learning Analyses
Yile Chen, Liang Zheng, Jianyi Zheng
Island Studies Journal (SSCI, Q2, IF=1.5), 2024
[Paper]
18
Landscape sightline analysis on height control of land around architectural heritage sites: Nanshan Temple and Nanping Academy in Zhangzhou, China
Lina Yan, Liang Zheng, Yile Chen
Geocarto International (SCIE, Q2, IF=3.8), 2024
[Paper]
17
Artificial Intelligence to Facilitate the Conceptual Stage of Interior Space Design: Conditional Generative Adversarial Network-Supported Long-Term Care Space Floor Plan Design of Retirement Home Buildings
Yanyu Li, Huanhuan Chen, Jingyi Mao, Yile Chen*, Liang Zheng*, Junjie Yu, Lina Yan & Lulu He
Applied Artificial Intelligence (SCIE, Q2, IF=2.8), 2024
[Paper]
16
The evolution of traditional ancient towns in South China: Tangjiawan Ancient Town in Zhuhai city
Junxin Song, Yile Chen, Liang Zheng & Qiang Tang
Journal of Asian Architecture and Building Engineering (SCIE, A&HCI, Q3, IF=1.3), 2024
[Paper]
15
Detection and recognition of Chinese porcelain inlay images of traditional Lingnan architectural decoration based on YOLOv4 technology
Yanyu Li, Mingyi Zhao, Jingyi Mao, Yile Chen*, Liang Zheng* & Lina Yan
Heritage Science (SCIE, A&HCI, 中科院一区, IF=2.5), 2024
[Paper]
14
Application of computer vision technology in surface damage detection and analysis of shedthin tiles in China: a case study of the classical gardens of Suzhou
Lina Yan, Yile Chen, Liang Zheng* & Yi Zhang
Heritage Science (SCIE, A&HCI, 中科院一区, IF=2.5), 2024
[Paper]
13
The Impact of High-Density Urban Wind Environments on the Distribution of COVID-19 Based on Machine Learning: A Case Study of Macau
Liang Zheng,Yile Chen, Lina Yan and Jianyi Zheng
Buildings (SCIE, Q2, IF=3.8), 2023
[Paper]
12
Predicting the distribution of COVID-19 through CGAN—Taking Macau as an example
Liang Zheng, Yile Chen, Shan Jiang, Junxin Song, Jianyi Zheng
Frontiers in Big Data (ESCI, Q2, IF=3.1), 2023
[Paper]
11
Automatic Detection and Recognition Method of Chinese Clay Tiles Based on YOLOv4: A Case Study in Macau
Liang Zheng, Yile Chen, Lina Yan & Yi Zhang
International Journal of Architectural Heritage (SCIE, A&HCI, Q2, IF=2.4), 2023
[Paper]
10
The Floor Plan Design Method of Exhibition Halls in CGAN-Assisted Museum Architecture
Xiao Min, Liang Zheng* and Yile Chen*
Buildings (SCIE, Q2, IF=3.8), 2023
[Paper]
9
Research on the Application of CGAN in the Design of Historic Building Facades in Urban Renewal—Taking Fujian Putian Historic Districts as an Example
Hongpan Lin, Linsheng Huang, Yile Chen*, Liang Zheng*, Minling Huang and Yashan Chen
Buildings (SCIE, Q2, IF=3.8), 2023
[Paper]
8
Intelligent approach to mining cultural tourism potential areas based on YOLOv4: insights from Macau
Yile Chen, Lina Yan & Liang Zheng*
Journal of Asian Architecture and Building Engineering (SCIE, A&HCI, Q3, IF=1.3), 2023
[Paper]
7
Non-destructive testing research on the surface damage faced by the Shanhaiguan Great Wall based on machine learning
Qian Li, Liang Zheng*, Yile Chen*, Lina Yan, Yuanfang Li, Jing Zhao
Frontiers in Earth Science (SCIE, Q3, IF=2.9), 2023
[Paper]
6
CGAN-Assisted Renovation of the Styles and Features of Street Facades—A Case Study of the Wuyi Area in Fujian, China
Lei Zhang, Liang Zheng, Yile Chen, Lei Huang, Shihui Zhou
Sustainability (SSCI, SCIE, Q2, IF=3.9), 2022
[Paper]
5
Intelligent Generation Method and Sustainable Application of Road Systems in Urban Green Spaces: Taking Jiangnan Gardens as an Example
Lina Yan, Yile Chen, Liang Zheng, Yi Zhang, Xiao Liang & Chun Zhu
International Journal of Environmental Research and Public Health (EI, Q1(JCR), IF=4.614), 2023
[Paper]
4
Research on Wind Environment and Morphological Effects of High-Rise Buildings in Macau: An Example from the New Reclamation Area around Areia Preta
Jialun He, Yile Chen, Liang Zheng & Jianyi Zheng
International Journal of Environmental Research and Public Health (EI, Q1(JCR), IF=4.614), 2023
[Paper]
3
Research on the intelligent generation of the spatial form of the island city historic district Based on parameterization: taking Macau Taipa Village as an example
Yile Chen, Liang Zheng, Lina Yan
Journal of Asian Architecture and Building Engineering (SCIE, A&HCI, Q3, IF=1.3), 2023
[Paper]
2
Recognition of Damage Types of Chinese Gray-Brick Ancient Buildings Based on Machine Learning—Taking the Macau World Heritage Buffer Zone as an Example
Xiaohong Yang, Liang Zheng, Yile Chen, Jingzhao Feng & Jianyi Zheng
Atmosphere (SCIE, Q3, IF=2.9), 2023
[Paper]
1
Revealing the Impact of Urban Form on COVID-19 Based on Machine Learning: Taking Macau as an Example
Yile Chen, Liang Zheng, Junxin Song, Linsheng Huang & Jianyi Zheng
Sustainability (SSCI, SCIE, Q2, IF=3.9), 2022
[Paper]
人文艺术学院首获智能建筑遗产保护领域FDCT项目资助
澳门传统中式建筑青砖墙体损伤智能检测技术和设备研发
2023年澳门科学技术发展基金(FDCT)-科技创新提升计划, 2023[News]
2022年大湾区城市设计国际学术会议
基于CGAN和城市形态要素结合的新冠病例分布预测方法
大湾区城市设计国际学会, 2023[News] | [Video] | [Paper]
澳科大博士生在2022/2023中国城市规划年会专题会议宣读论文和参加年会壁报展示
澳门文化遗产保护中的数字化技术应用研究——以澳门茨林围为例
中国规划年会, 壁报展示, 2023
[News] | [Paper]
澳科大建筑学师生荣获澳门望厦山公园无障碍设计竞赛一等奖
望厦山市政公园无障碍步行系统建筑概念设计比赛
澳门市政署, 澳门建筑师协会, 一等奖, 2020
[News]
澳科大人文艺术学院学生作品荣获“Y设计展”创新创业大奖等六个奖项
2050-珠海横琴总部大厦建筑群概念设计
超盈文化创意产业协会, 中国银行澳门分行赞助奖, 2018
[News]
