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. 2021 Mar 9;11:5466. doi: 10.1038/s41598-021-83694-z

Table 1.

Summary of the features present in both datasets, including feature name, description, units, mean values, and standard deviations.

Feature name Description Unit 9–12% Cr FMA Austenitic stainless steel
Mean Std. Mean Std.
Fe Iron content wt% 85.92 6.47 56.06 18.53
C Carbon content wt% 0.14 0.04 0.06 0.02
Cr Chromium content wt% 9.98 1.45 18.25 1.74
Mn Manganese content wt% 0.44 0.17 1.30 0.44
Si Silicon content wt% 0.25 0.16 0.52 0.14
Ni Nickel content wt% 0.28 0.23 21.76 18.41
Co Cobalt content wt% 0.72 1.44 0.14 0.26
Mo Molybdenum content wt% 0.84 0.52 1.09 1.88
W Tungsten content wt% 0.57 0.81 0.03 0.14
Nb Niobium content wt% 0.05 0.06 0.15 0.29
Al Aluminum content wt% 0.01 8.69 × 10−3 0.11 0.16
P Phosphorous content wt% 0.01 8.65 × 10−3 0.02 8.11 × 10−3
Cu Copper content wt% 0.06 0.16 0.21 0.49
Ti Titanium content wt% 4.4 × 10−3 0.02 0.16 0.19
Ta Tantalum content wt% 0.04 0.09
Hf Hafnium content wt% 3.99 × 10−3 7.98 × 10−3
Re Rhenium content wt% 1.33 × 10−3 0.01
V Vanadium content wt% 0.17 0.09 4.24 × 10−3 0.01
B Boron content wt% 4.05 × 10−3 4.62 × 10−3 8.82 × 10−4 9.65 × 10−4
N Nitrogen content wt% 0.03 0.02 0.03 0.05
O Oxygen content wt% 1.93 × 10−3 6.89 × 10−3
S Sulfur content wt% 4.75 × 10−3 3.84 × 10−3 9.00 × 10−3 5.79 × 10−3
Zr Zirconium content wt% 3.8 × 10 − 5 1.92 × 10−4
Homo Homogenization Yes/no
Normal Normalization or austenization heat treatment temperature 1075.46 77.77 1115.09 64.39
Temper1 Temper heat treatment 1 685.49 75.61
AGS no Austenitic grain size number grainsmm2 6.49 2.34 4.76 1.55
TT_Temp Test temperature 369 229 477 269
TT_EL Elongation to failure % 25.61 13.04 52.31 18.21
TT_RA Reduction in area % 71.54 14.51 69.35 12.12