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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