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