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Multi-constraint physics-informed generative adversarial networks (PIGAN) enable small-data learning for urban wind field prediction

Yihan Wu; Zihan Cao; Yubin Lei; Yuxuan Han; Man Yuan; Lihui Wang; Xingang Zhou
Building and Environment · Vol. 290 · pp. 114202 · 2026
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Bibliographic Information

JournalBuilding and Environment
PublisherPergamon
Publication Date2026-02-01
Publication Year2026
Volume290
Pages114202
Document TypeJournal Article
eISSN0360-1323
DOI10.1016/j.buildenv.2026.114202
SubjectEnvironmental Science

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NARA Access Coverage1976-01-01~Current
Journal Homepagehttps://www.sciencedirect.com/science/journal/03601323
Publisher PageOpen Publisher Page
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