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Author

Hai-Peng Guan

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Oct 2026

Research on coal mine gas emission prediction based on an improved Prophet-GRU model

Accurate gas emission forecasting is vital for mine safety, yet complex coupling between geological conditions and mining activities hinders precision. To address the coexistence of linear trends and nonlinear fluctuations, this study proposes an improved Prophet-gated recurrent unit (GRU) hybrid framework. The Proph...

Hai-Peng Guan, Xiao-Min Ma, Han Li et al. · 0 citations

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