Permeability Predictions for Tight Sandstone Reservoir Using Explainable Machine Learning and Particle Swarm Optimization

Table 5

Configuration parameters of all models.

Model	Parameters
CNN	Convolutional layer with 32 filters of size (2,); Max pooling layer with size (2,); Fully connected layer with 64 neurons
LSTM	LSTM layer with 64 units; Fully connected layer with 32 neurons
GRU	GRU layer with 16 units; Fully connected layer with 64 neurons