代表性科研成果
（一）论文
2025年
1.Ma Xintong, Zeng Tiancheng, de Dear Richard, Xie Yongxin, Yuan Chao, Lu Shuai*.
Active route choice to minimize pedestrian thermal discomfort in a high-density subtropical city.
Sustainable Cities and Society, 2025.
期刊级别：中科院SCI一区Top。
作者排序：第一作者。
2.Ma Xintong, Zeng Tiancheng, Zhang Miao, Zeng Pengyu, Lin Borong, Lu Shuai*.
Street Microclimate Prediction Based on Transformer Model and Street View Image in High-Density Urban Areas.
Building and Environment, 2025.
期刊级别：中科院SCI一区Top。
作者排序：第一作者。
3.Zeng Tiancheng, Ma Xintong, Luo Yilu, Yin Jun, Ji Yuxin, Lu Shuai.*
Improving Outdoor Thermal Environmental Quality through Kinetic Canopy Empowered by Machine Learning and Control Algorithms.
Building Simulation, 2025.
期刊级别：中科院SCI一区Top。
作者排序：合作作者。
4.Jin Zhong, Li Peilin, Luo Ran, ... Ma Xintong*, Lu Shuai.
EnergAI: A Large Language Model-Driven Generative Design Method for Early-Stage Building Energy Optimization.
Energies, 2025.
期刊级别：中科院SCI期刊。
作者排序：通讯作者。
2024年
5.Ma Xintong, Chau Chi Kwan*, Leung Tsz Ming, Yung Ester Hiu Kwan.
Effect of Urban Street Morphology on Pedestrian Comfort during Recreational Walks in Hong Kong.
Journal of Urban Planning and Development, 2024.
期刊级别：中科院SCI三区。
作者排序：第一作者。
6.Ma Xintong, Chau Chi Kwan*, Lu Shuai, Leung Tsz Ming, Li Hangxin.
Modelling the Effects of Neighbourhood and Street Geometry on Pedestrian Thermal Comfort in Hong Kong.
Architectural Science Review, 2024.
期刊级别：AHCI三区。
作者排序：第一作者。
7.Luo Yilu, Ma Xintong, Li Jinming, Jinmin, Wang Chunxiao, de Dear Richard, Lu Shuai*.
Outdoor Space Design and its Effect on Mental Work Performance in a Subtropical Climate.
Building and Environment, 2024.
期刊级别：中科院SCI一区Top。
作者排序：第二作者。
2021-2022年
8.Ma Xintong, Chau Chi Kwan*, Lai Hung Kit Joseph.
Critical Factors Influencing the Comfort Evaluation for Recreational Walking in Urban Street Environments.
Cities, 2021, 116:103286.
期刊级别：SSCI一区Top。
作者排序：第一作者。
9.Ma Xintong, Leung Tsz Ming, Chau Chi Kwan*, Yung Ester Hiu Kwan.
Analyzing the Influence of Urban Morphological Features on Pedestrian Thermal Comfort.
Urban Climate, 2022, 44:101192.
期刊级别：SCI二区。
作者排序：第一作者。
其他代表性论文
10.Yu Tintao, Li Junjie, Jin Yichun, Wu Weirong, Ma Xintong, Xu Weiguo, Lu Shuai*.
Machine learning prediction on spatial and environmental perception and work efficiency using electroencephalography including cross-subject scenarios.
Journal of Building Engineering, 2024.
期刊级别：SCI二区Top，ESI高被引论文。
11.Zhang Huan, Ma Xintong, You Shijun, Wang Yaran*, Zheng Xuejing, Ye Tianzhen, Zheng Wandong, Wei Shen, 2018. Mathematical modeling and performance analysis of a solar air collector with slit-perforated corrugated plate. Solar Energy, 167(March), 147–157.
期刊级别：SCI二区。
