Table 3 Comparison of the experimental values at 1055 K and theoretical values at 1100 K from ref. 29 with our simulation results at 1000 K for the compositions of the matrix and four representative L12 clusters, as listed in Fig. 4

From: Revealing nanostructures in high-entropy alloys via machine-learning accelerated scalable Monte Carlo simulation

 

Ni

Co

Fe

Al

Ti

\({L1_2}^{Exp}\)

43.23

23.69

10.06

8.61

14.41

MatrixEXP

18.69

31.84

41.13

5.69

2.66

\({L1_2}^{Ref}\)

49.86

24.05

1.60

11.15

13.48

MatrixRef

2.34

33.51

66.53

1.19

0.44

\({\rm{Cluster}}_{1}^{MC}\)

50.8

18.2

3.28

8.11

19.61

\({\rm{Cluster}}_{2}^{MC}\)

50.77

18.26

3.32

8.01

19.63

\({\rm{Cluster}}_{3}^{MC}\)

50.72

18.25

3.28

8.15

19.6

\({\rm{Cluster}}_{4}^{MC}\)

50.51

17.92

3.38

8.55

19.64

MatrixMC

16.64

37.41

45.96

0.0

0.0

  1. Note that MatrixMC is Cluster_0. Due to the adoption of the union-find algorithm, the isolated atoms are automatically removed from the identified clusters, which is the cause of no Al and Ti atoms in the extracted matrix phase.