Table 1 Parameters for the two-body GAP term.

From: Machine-learned interatomic potentials for alloys and alloy phase diagrams

Parameter

Value

Comment

Kernel

Gaussian

Functional form of kernel

θ

1.0

Kernel length scale

rcut

6.0 Å

Cutoff distance

Cutoff_transition_width

1.0 Å

Cutoff smoothing length scale

δ

2.0 eV

Typical contribution to energy

nsparse

25

Number of basis functions