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沈

沈鹏元 (Pengyuan Shen)

tsinghua university

24H指数
77论文数
1.6K被引数
收录论文 52
发表时间
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Assessing urban radiative cooling potential with physical and machine learning models评估城市辐射冷却潜力的物理与机器学习模型
errBuilding Simulation
IF5.9
err2026-08-08
err0
PREAI
errXingkang Chai; Jiayu Chen; Chunying Li; Zhenyu Pan; Junjie Wang; Kun Xie; Siyuan Chen; Pengyuan Shen; Haida Tang
err分享
err收藏
Assessing the impact of extreme heatwaves and urban-rural climate disparities on building cooling energy demand of public rental housing in Hong Kong评估极端热浪和城乡气候差异对香港公共租赁住房建筑冷却能源需求的影响
errEnergy
IF9.4
err2026-07-28
err0
errOAAI
errGuanli Feng; Pengyuan Shen; Shupeng Zhou; Shaochen Wang; Xing Zheng
err分享
err收藏
Exploring the potential of battery electric buses for urban electricity peak load shaving探索电池电动公交车在城市电力峰荷削减方面的潜力
erreTransportation
IF17
err2026-05-19
err0
PREAI
errPengshun Li; Kaisan Li; Jiayu Wang; Xiaoru Chen; Pengyuan Shen; He Qi; Yi Zhang
err分享
err收藏
Real-time optimization of a dynamic solar PV integrated shading design with data-driven reactive control and spatial daylighting prediction基于数据驱动的动态响应控制和空间日光预测的太阳能光伏集成遮阳设计的实时优化
errBuilding and Environment
IF7.6
err2026-05-10
err0
PREAI
errHao Zhang; Zheng Wang; Bicui Ye; Yuekuan Zhou; Xue Liu; Yi Zhang; Pengyuan Shen
err分享
err收藏
Non-Fourier heat transfer modeling for human skin under dynamic solar radiation: A dual phase-lag approach for outdoor thermal comfort assessment非傅里叶热传递建模：在动态太阳辐射下的人体皮肤——用于户外热舒适评估的双相位延迟方法
errEnergy and Buildings
IF7.1
err2026-03-12
err0
PREAI
errYuchen Ji; Wei Gu; Da Tao; Pengyuan Shen
err分享
err收藏
Quantifying Residential Neighborhood Layout Impact on Pedestrian Wind Environment: CFD Analysis Across China’s Major Climate Zones量化住宅街区布局对行人风环境的影响：中国主要气候区的CFD分析
errBuildings
IF3.1
err2026-03-03
err0
errOAAI
errLei Yu; Yongyi Ye; Lemei Li; Chunze Li; Pengyuan Shen
err分享
err收藏
Space layout automation and optimization for energy-efficient buildings: A multi-objective evolutionary approach with machine learning analytics空间布局自动化与优化：面向节能建筑的多目标进化方法与机器学习分析
errEnergy and Buildings
IF7.1
err2026-02-22
err0
PREAI
errPeiying Huang; Xing Zheng; Yi Zhang; Pengyuan Shen
err分享
err收藏
RCBldEng - a computationally efficient RC network modeling method and engine for multizone building simulation
errEnergy
IF9.4
err2026-02-03
err0
PREAI
errPengyuan Shen
err分享
err收藏
How AI Shapes the Future Landscape of Sustainable Building Design With Climate Change Challenges?人工智能如何在气候变化挑战下塑造可持续建筑设计的未来景观？
errAdvanced Science
IF14.1
err2026-01-31
err0
errOAAI
errPengyuan Shen; Xiaoni Gao; Shuai Lu; Yi Zhang; Xing Zheng; Matthaios Santamouris
err分享
err收藏
Visual-thermal interaction effects on perceived restoration in dynamic park routes: a time-series perspective on outdoor climate adaptation in hot climates
errJournal of Environmental Psychology
IF7
err2026-01-29
err0
PREAI
errWen DONG; Pengyuan SHEN; Yaowu WANG; Mei LIU; Donghui DAI
err分享
err收藏
A machine learning based rapid thermal performance modeling for modular buildings with BIPV: A novel decomposition strategy with real-time prediction capabilities
errEnergy and Buildings
IF7.1
err2026-01-26
err0
PREAI
errYiqian Zheng; Biao Yang; Miaomiao Hou; Yi Zhang; Yuekuan Zhou; Xing Zheng; Pengyuan Shen
err分享
err收藏
Rooftop PV layout generation and optimization model for large-scale building cluster大型建筑群屋顶光伏布局生成与优化模型
errSustainable Cities and Society
IF12
err2026-01-06
err0
PREAI
errRui Miao; Haoqing Zhu; Yi Zhang; Kanghua Li; Yuan Yuan; Pengyuan Shen; He Qi
err分享
err收藏
Climate-adaptive building design through explainable AI: 3D spatial layout automation and evolutionary optimization across climate zones基于可解释人工智能的气候适应性建筑设计：跨气候区的三维空间布局自动化与进化优化
errJournal of Building Engineering
IF7.4
err2025-12-23
err0
PREAI
errPeiying Huang; Yanxiang Yang; Wen Gao; Xing Zheng; Pengyuan Shen
err分享
err收藏
Integrated Physics-Machine Learning for Real-Time Urban Photovoltaic Mapping: Coupling Local Climate Zones with 3D Building Models集成物理-机器学习方法进行实时城市光伏地图绘制：耦合地方气候区与3D建筑模型
errSustainable Cities and Society
IF12
err2025-11-24
err0
PREAI
errXingkang Chai; Jiayu Chen; Chunying Li; Pengyuan Shen; Yuqin Wang; Yang Wan; Siyuan Chen; Haida Tang
err分享
err收藏
Multi-objective optimization of urban block morphology for thermal comfort and air quality: An integrated CFD-machine learning framework城市街区形态的多目标优化以改善热舒适度和空气质量：一种集成的CFD-机器学习框架
errSustainable Cities and Society
IF12
err2025-10-20
err0
PREAI
errMeilin Wang; Hang Ma; Xing Zheng; Yi Zhang; Chunze Li; Pengyuan Shen
err分享
err收藏
High-resolution spatiotemporal mapping from ERA5 reanalysis: integrating multi-source data with machine learning for the city of Shenzhen基于ERA5再分析数据的高分辨率时空制图：集成多源数据与机器学习方法针对深圳市
errBuilding and Environment
IF7.6
err2025-10-18
err0
PREAI
errHaida Tang; Jiayu Chen; Xingkang Chai; Chunying Li; Chunchun Meng; Siyuan Chen; Wei Gu; Pengyuan Shen
err分享
err收藏
A comprehensive framework for building flexibility assessment: RC-Mapping modeling, flexibility quantification, and uncertainty analysis构建灵活性评估的综合框架：RC-Mapping 建模、灵活性量化与不确定性分析
errBuilding Simulation
IF5.9
err2025-09-15
err0
errOAAI
errHuilong Wang; Xiyin Weng; Yongjun Sun; Pengyuan Shen
err分享
err收藏
Building and urban simulation under future climate: A novel statistical downscaling method for future hourly weather data generation未来气候下的建筑与城市模拟：一种用于未来小时级天气数据生成的创新统计降尺度方法
errBUILDING SIMULATION
IF5.9
err2025-04-28
err0
PREAI
errShen, PY
err分享
err收藏
Recent progress in building energy retrofit analysis under changing future climate: A review未来气候变化下建筑能源改造分析的最新进展：综述
errAPPLIED ENERGY
IF11
err2025-04-01
err1
PREAI
errShen, Pengyuan; Li, Yu; Gao, Xiaoni; Zheng, Yiqian; Huang, Peiying; Lu, Ang; Gu, Wei; Chen, Shuxing
err分享
err收藏
Combined effects of the visual-thermal environment on restorative benefits in hot outdoor public spaces: A case study in Shenzhen, China
errBUILDING AND ENVIRONMENT
IF7.6
err2025-03-01
err0
PREAI
errDong, Wen; Dai, Donghui; Liu, Mei; Wang, Yaowu; Li, Shuang; Shen, Pengyuan
err分享
err收藏

研究方向

课题组致力于在不断变化的城市和气候动态中推动建筑性能跨学科方法建筑设计工程学和数据驱动技术，以提升建筑的效率韧性以及以人为本的环境。研究方向以建筑能源效率城市气候适应性居住者舒适性人工智能和机器学习方法应用于建筑性能设计策略优化城市热岛效应被动冷却措施微气候干预措施日照和热舒适性机器学习模型以居住者为中心的设计办公空间城市建成环境视觉与热环境人员行为模式与能源使用可持续建筑与城市韧性
合作学者
合作期刊
袁媛 封面图
袁媛 (Yuan Yuan)
H 指数: 69 · 论文数: 527
李
李百战 (Baizhan Li)
H 指数: 61 · 论文数: 417
张锐 封面图
张锐 (Rui Zhang)
H 指数: 59 · 论文数: 952
王佳宇 封面图
王佳宇 (Jiayu Wang)
H 指数: 58 · 论文数: 539
N
Noam Lior
H 指数: 52 · 论文数: 341
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