Frequency of commonly identified DL models and approaches in geotechnical publications
| No. | Algorithm | Keyword counts |
|---|---|---|
| 1 | Convolutional neural network (CNN) | 696 |
| 2 | Long short-term memory (LSTM) | 246 |
| 3 | Recurrent neural network (RNN) | 76 |
| 4 | U-Net / UNet | 84 |
| 5 | Transformer / attention | 157 |
| 6 | Generative adversarial network (GAN) | 38 |
| 7 | YOLO | 64 |
| 8 | ResNet | 53 |
| 9 | Deep neural network (DNN) | 86 |
| 10 | Deep reinforcement learning | 36 |
| No. | Algorithm | Keyword counts |
|---|---|---|
| 1 | Convolutional neural network ( | 696 |
| 2 | Long short-term memory ( | 246 |
| 3 | Recurrent neural network ( | 76 |
| 4 | U-Net / UNet | 84 |
| 5 | Transformer / attention | 157 |
| 6 | Generative adversarial network ( | 38 |
| 7 | 64 | |
| 8 | ResNet | 53 |
| 9 | Deep neural network ( | 86 |
| 10 | Deep reinforcement learning | 36 |
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