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Damage quantification of mining explosion-proof equipment using thermal flame dynamics and improved LSTM.

Sci Rep · 2025 · PMC12402532 · PMID 40890308

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an overall trendno p-value reported
Regarding morphological features, aspect ratio continuously increases, indicating flame development shifts from vertical to horizontal spread; circularity steadily rises, reflecting an overall trend of improved flame edge regularity and enhanced combustion stability.

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