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Demand Forecasting for Emergency Supplies in Public Health Emergencies via Multimodal Semantic Alignment and Joint Trend–Fluctuation Modeling.

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Title: Demand Forecasting for Emergency Supplies in Public Health Emergencies via Multimodal Semantic Alignment and Joint Trend–Fluctuation Modeling.
Authors: Cui, Wenjie1,2,3, Zhou, Xiaolei2,3, zhouxiaolei@nudt.edu.cn, Wang, Hai2,3, Xu, Xinyao1,2,3, Weng, Liguo1,2
Source: Applied Sciences (2076-3417); Aug2026, Vol. 16 Issue 15, p7765, 47p
Database: Applied Science & Technology Source
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ISSN:20763417
DOI:10.3390/app16157765