Table 1 Prediction accuracy of the phase structure for Al-Nb-Ti-V-Zr-Cr-Mo-Hf LW-RHEAs by empirical rules and phase model

From: Data-driven design of novel lightweight refractory high-entropy alloys with superb hardness and corrosion resistance

Model

Parameter

bcc_A2

bcc_B2

bcc_A2+bcc_B2

bcc_A2 + IM

bcc_B2 + IM

Zhang

ΔHmixr

77.3%

58.3%

16.7%

/

/

Yang&Zhang

Ω-δr

100%

66.7%

66.7%

/

/

Liu

ΔHmixr-ΔSmix

72.7%

75%

66.7%

/

/

Yurchenko

ΔχAllenr

/

/

/

18.5%

50%

Zhu

ΔχAllenr

/

/

/

18.5%

50%

This work

Ω-δr-γ-ΔχPauling-ΔχAllen

100%

100%

100%

86%

100%