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ICPO-LSTM: adaptive building energy consumption prediction based on multi-hyperparameter tunin
Author: Feng, Zengxi; Han, Lang; Ge, Hang; Zhu, Zhenghao; Yan, Junhao; Mao, Wangliang; Wang, Bo; Lu, Shuai; Liang, Wei; Lu, Li; Han, Fei
Journal: JOURNAL OF BUILDING PERFORMANCE SIMULATION. 2026; Vol. , Issue , pp. -. DOI: 10.1080/19401493.2026.2656315
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The application of the attention deep learning model based on Particle Swarm Optimization in heating load predictio
Author: Zhang, Xin; Han, Jiliang; Wang, Bo; Pan, Qiang; Zhao, Fang; Zhang, Zhaowei; Wang, Yida
Journal: JOURNAL OF BUILDING PERFORMANCE SIMULATION. 2026; Vol. , Issue , pp. -. DOI: 10.1080/19401493.2026.2640405
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Inferencing CFD simulation boundary conditions for coughing from experimental spatiotemporal airflow distribution: conception and results from LST
Author: Wu, Xunmei; Chen, Hong; Han, Mengtao; Ooka, Ryozo; Kikumoto, Hideki; Oh, Wonseok
Journal: JOURNAL OF BUILDING PERFORMANCE SIMULATION. 2025; Vol. , Issue , pp. -. DOI: 10.1080/19401493.2025.2509136
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Beyond CFD: explainable machine learning for efficient assessment of urban morphology impacts on pedestrian level wind and thermal environmen
Author: Cui, Xue; Li, Yu; Shen, Pengyuan
Journal: JOURNAL OF BUILDING PERFORMANCE SIMULATION. 2025; Vol. , Issue , pp. -. DOI: 10.1080/19401493.2025.2508500
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Study on the intelligent predictive model of thermal comfort for sports buildings in hot-humid climates based on AI algorithm
Author: Huang, Xiaodan; Hu, Haokun
Journal: JOURNAL OF BUILDING PERFORMANCE SIMULATION. 2025; Vol. , Issue , pp. -. DOI: 10.1080/19401493.2025.2512939
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Exploring the impacts of numerosity reduction on the data-driven building energy analysis for a proposed buildin
Author: Tian, Zhichao; Shi, Xing; Wei, Shen
Journal: JOURNAL OF BUILDING PERFORMANCE SIMULATION. 2025; Vol. , Issue , pp. -. DOI: 10.1080/19401493.2025.2461256
