Table 1 Descriptors of each alloy group in the order of the mean feature importance values

From: Unveiling key descriptors for electrical resistivity of alloys using high-throughput experiments and explainable AI

Base element

Feature 1

Feature 2

Feature 3

Feature 4

Mg

VECavg (120 μΩ∙cm)

ravg (47 μΩ cm)

δ (46 μΩ cm)

 

Al

VECavg (123 μΩ∙cm)

ΔEN (47 μΩ cm)

ΔS (35 μΩ cm)

 

Ti

VECavg (78 μΩ∙cm)

ΔEN (54 μΩ cm)

  

Cr

VECavg (96 μΩ∙cm)

ΔS (28 μΩ cm)

ΔEN (28 μΩ cm)

vd (28 μΩ cm)

Fe

VECavg (69 μΩ∙cm)

ΔEN (48 μΩ cm)

ΔS (29 μΩ cm)

vd (28 μΩ cm)

Co

ΔEN (44 μΩ∙cm)

VECavg (33 μΩ cm)

ΔS (31 μΩ cm)

ΔHmix (24 μΩ cm)

Ni

ΔEN (46 μΩ∙cm)

ΔS (28 μΩ cm)

  

Cu

ΔEN (35 μΩ∙cm)

ΔS (19 μΩ cm)

δ (13 μΩ cm)