Fig. 8
From: Forecasting deep shale gas production using a ROA-optimized Transformer–Mamba hybrid network
Loss function evolution of the Transformer-LSTM model.
Fig. 8 | Scientific Reports
From: Forecasting deep shale gas production using a ROA-optimized Transformer–Mamba hybrid network
Loss function evolution of the Transformer-LSTM model.
