Table 6 Number of units in the hidden layers for the three DNN models.

From: Deep learning-based framework for time-dependent reliability analysis of a cable-stayed bridge with corroded PSC box girders under gravity loads

DNN models

Moment–curvature diagram

CNN2D

ANN 1

ANN 2

DNN 1

Positive moment about y-axis

7, 14, 28

25, 12, 6

28, 14, 4

DNN 2

Negative moment about y-axis

6, 12, 24

27, 13, 6

23, 11, 4

DNN 3

z-axis

6, 12, 24

30, 15, 7

23, 11, 4

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