PSI - Issue 80

Vinit Vijay Deshpande et al. / Procedia Structural Integrity 80 (2026) 327–338 Vinit V. Deshpande et al./ Structural Integrity Procedia 00 (2019) 000 – 000

336 10

Table 2. Resistance of the composite samples as predicted by FEM, Resistor Network and cGAN models. Composite specimens a b c d e FEM results Resistance (Ω) 18144.4 13236.7 14163.9 13316.3 13584.1

Resistance (Ω) % relative error Resistance (Ω) % relative error

12864.5

9428.5

10023.0 9626.8

9761.6

Resistor Network model

29.1

28.8

29.2

27.7

28.1

18968.0

13575.6

14586.7 13583.0 13887.5

cGAN model

4.5

2.5

3.0

2

2.2

Fig.9. FEM (Ground Truth) and cGAN (Prediction) results of the prediction of current density in five (a-e) composite specimens.