Gas Outburst Warning Method in Driving Faces: Enhanced Methodology through Optuna Optimization, Adaptive Normalization, and Transformer Framework. - Zhenguo Yan; Zhixin Qin; Jingdao Fan; Yuxin Huang 005; Yanping Wang; Jinglong Zhang; Longcheng Zhang; Yuqi Cao (Sensors, 2024)

Time Series Prediction of Gas Emission in Coal Mining Face Based on Optimized Variational Mode Decomposition and SSA-LSTM. - Jingzhao Zhang; Yuxin Cui; Zhenguo Yan; Yuxin Huang 005; Chenyu Zhang; Jinlong Zhang; Jiantao Guo; Fei Zhao (Sensors, 2024)