Table 2 Predicted and measured composition, predicted and measured properties of the newly developed WS

From: Multi-objective optimization of corrosion resistance, strength, ductility properties of weathering steel utilizing interpretable attention-based deep learning model

Steel

Composition (wt.%)

Mechanical properties

Corr rate (g/(m2·h))

C

Si

Mn

Cr

Ni

Cu

UTS (MPa)

Elongation (%)

72 h

144 h

288 h

576 h

Pre

0.06

0.10

1.40

1.50

1.30

0.10

837

20.1

0.878

0.836

0.716

0.544

Act

0.06

0.10

1.45

1.61

1.34

0.15

808 ± 18

20.3 ± 1

0.902

0.855

0.711

0.540

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