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    VMD-SE-CEEMDAN-BO-CNNGRU: A Dual-Stage Mode Decomposition Hybrid Deep Learning Model for Microseismic Time Series Prediction

    VMD-SE-CEEMDAN-BO-CNNGRU: A Dual-Stage Mode Decomposition Hybrid Deep Learning Model for Microseismic Time Series Prediction by Mingyi Cui, Enke Hou, Pengfei Hou

    Published 2025-06-01

    Coal mine disaster safety monitoring often employs microseismic technology for its high sensitivity and real-time capability. However, nonlinear, non-stationary, and multi-scale signals limit traditional time series models (e.g., ARMA, ARIMA). This paper proposes a hybrid deep learning model—VMD-SE-...

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