Hidden Heat Before Flames: Multispectral Deep Learning for Early Warning of Concealed Fire Hazards in Insulated Structures.

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Title: Hidden Heat Before Flames: Multispectral Deep Learning for Early Warning of Concealed Fire Hazards in Insulated Structures.
Authors: Li, Boning1,2,3,4 (AUTHOR), Guo, Rui1,2 (AUTHOR), Cao, Zhen1,3 (AUTHOR), Wang, Li1,2,3,4 (AUTHOR), Zhang, Qixing5 (AUTHOR), Zhang, Xi1,2,3,4 (AUTHOR) zhangxi1@syfri.com.cn
Source: Fire (2571-6255). Aug2026, Vol. 9 Issue 8, p334. 26p.
Database: Academic Search Ultimate
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ISSN:25716255
DOI:10.3390/fire9080334