Issue 65
A. Namdar et alii, Frattura ed Integrità Strutturale, 65 (2023) 112-134; DOI: 10.3221/IGF-ESIS.65.09
Number of layers in ANNs
-
Training
Validation
Test
R 2
0.74499 4.6616
0.72808
0.73441 4.1858
3
MSE
5.384 3 Table 6: R 2 and MSE results ANNs for model 1 at node 12.
Figure 12: Regression analysis in Y direction of displacement prediction for model 1 at node 12.
Best Validation Performance is 5.384 at epoch 9
10 2
Train Validation
Test Best
10 1
10 0
0
5
10
15
15 Epochs
Figure 13: Prediction of displacement in Y direction for model 1 at node 12.
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