Table 1 The list of parameters used for building FEM cases for the blind test of the ML model

From: Surrogate modelling of corrosion inhibition finite element simulations using machine learning

Case number

Li2CO3 initial PVC%

W2 (μm)

H3 (μm)

H2 (μm)

δ (μm)

1

6

1000

10

16

150

2

9

100

400

20

150

3

11

100

10

24

1500

4

14

100

10

16

2354

5

14

400

50

16

1500

6

11

100

10

24

2946

7

5

100

10

40

430

8

9

100

10

40

430

9

14

100

10

40

430

  1. The case results were compared to the predictions of ML.
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