Prediction and evaluation of key parameters in coalbed methane pre-extraction based on transformer and inversion model. - Li Yan; Hu Wen; Zhenping Wang; Yongfei Jin; Jun Guo; Yin Liu; Shixing Fan (Eng. Appl. Artif. Intell., 2025)