Flow (m3 s−1) | n GLUE [19] | Activation function | n | Hidden layers | Neurons per hidden layer | Loss function |
---|---|---|---|---|---|---|
0.035 | 0.555–0.609 | Tanh | 0.444 | 3 | 60 | 0.024 |
ReLU | 0.245 | 9 | 60 | 21.275 | ||
Sin | 0.445 | 5 | 60 | 0.020 | ||
Sigmoid | 0.459 | 5 | 60 | 0.019 | ||
0.443 | 0.105–0.124 | Tanh | 0.107 | 7 | 60 | 0.025 |
ReLU | 0.135 | 7 | 60 | 27.487 | ||
Sin | 0.130 | 5 | 40 | 0.067 | ||
Sigmoid | 0.148 | 7 | 60 | 0.019 | ||
0.878 | 0.092–0.121 | Tanh | 0.135 | 3 | 60 | 0.024 |
ReLU | 0.122 | 9 | 60 | 28.317 | ||
Sin | 0.129 | 5 | 40 | 0.044 | ||
Sigmoid | 0.127 | 9 | 60 | 0.018 |