Fig. 14

Daily gas production predicted results by different model’s vs. in-situ data. (a) CNN-LSTM; (b) CNN-GRU-AM; (c) CNN-Transformer.

Daily gas production predicted results by different model’s vs. in-situ data. (a) CNN-LSTM; (b) CNN-GRU-AM; (c) CNN-Transformer.