Table 3 Details of the used 1D-CNN model.
From: Formation permeability estimation using mud loss data by deep learning
No | Layer (type) | Output shape | Parameter QTY |
|---|---|---|---|
1 | 1D Convolution | (None, 5, 128) | 384 |
2 | Flatten | (None, 640) | 0 |
3 | Dropout | (None, 640) | 0 |
4 | Fully connected | (None, 64) | 41,024 |
5 | Dropout | (None, 64) | 0 |
6 | Fully connected | (None, 1) | 65 |
