Research Article
CNN-LSTM Model Optimized by Bayesian Optimization for Predicting Single-Well Production in Water Flooding Reservoir
Table 3
Model structure (CNN-LSTM).
| Layer (type) | Hyperparameters | Filter | Kernel size | Dilation rate |
| Conv1D_1 | 128 | 1 | 1 | Conv1D_2 | 241 | 1 | 1 | | Unit | Activation | LSTM_1 | 156 | Softsign | LSTM_2 | 136 | Softsign | | Dropout rate | Dropout | 0.2 | | Unit | Activation | LSTM_3 | 57 | None | Dense | Prediction time steps | None |
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