Table 2 Selected key parameters.

From: Quantitative measure of concrete fragment using ANN to consider uncertainties under impact loading

Factor

Selected parameter (Kim et al.8)

Selected parameter in this study

Epoch

2000

3000

Learning rate

0.001

0.001

Number of hidden layer

3

4

Number of node

32, 16, 8

64, 32, 16, 8

Number of training data

486

542

Early stopping

No

Yes