Table 2 Lattice parameters, energies (E), cohesive energies (Ecoh), energy differences (ΔE), and elastic constants of HCP, BCC and FCC Ti, relaxed surface energies (σ), vacancy formation energy (Ev) of HCP Ti and the unstable stacking fault energy (γusf) of BCC Ti from DFT, experiment (Expt), DP, EAM4, and MEAM6.

From: Specialising neural network potentials for accurate properties and application to the mechanical response of titanium

Structure

Property

DFT

Expt

DP

EAM

MEAM

HCP

a (Å)

2.936

2.947a

2.934

2.951

2.930

 

c/a

1.583

1.586a

1.586

1.589

1.596

 

E (eV/atom)

−7.834

−7.833

−5.401

−4.831

 

Ecoh (eV/atom)

5.34

4.85b

4.85

5.40

4.83

 

C11 (GPa)

171.6

176.1c

157.7

164.8

174.3

 

C12 (GPa)

86.0

86.9c

85.6

87.8

94.7

 

C13 (GPa)

74.4

68.3c

78.8

82.6

72.3

 

C33 (GPa)

189.0

190.5c

188.2

165.2

187.9

 

C44 (GPa)

42.7

50.8c

39.2

57.7

57.7

 

σbasal (J/m2)

1.95

1.94

2.26

1.47

 

σprism (J/m2)

2.00

1.99

2.29

1.55

 

σpyr.I (J/m2)

1.91

1.90

2.31

1.52

 

σpyr.II (J/m2)

2.09

2.07

2.43

1.70

 

Ev (eV)

2.06

2.41

1.73

2.19

BCC

a (Å)

3.252

3.253

3.242

3.272

 

E (eV/atom)

−7.724

−7.725

−5.313

−4.720

 

ΔEBCC (eV/atom)d

0.110

0.108

0.088

0.111

 

Ecoh (eV/atom)

5.23

4.74

5.31

4.72

 

C11 (GPa)

90.2

92.9

276.8

94.9

 

C12 (GPa)

113.8

108.8

283.6

111.0

 

C44 (GPa)

39.9

40.3

34.3

52.9

 

\({\gamma }_{{{{\rm{usf}}}}}^{\{110\}}\) (J/m2)e

0.19

0.28

0.21

 

\({\gamma }_{{{{\rm{usf}}}}}^{\{112\}}\) (J/m2)

0.24

0.36

0.25

 

\({\gamma }_{{{{\rm{usf}}}}}^{\{123\}}\) (J/m2)

0.23

0.34

0.24

FCC

a (Å)

4.108

4.108

4.131

4.147

 

E (eV/atom)

−7.777

−7.778

−5.349

−4.792

 

ΔEFCC (eV/atom)

0.057

0.055

0.052

0.039

 

Ecoh (eV/atom)

5.28

4.79

5.35

4.79

 

C11 (GPa)

133.0

145.1

f

125.8

 

C12 (GPa)

94.2

95.3

83.5

 

C44 (GPa)

58.6

59.4

58.7

  1. Target values are in bold (BCC and FCC cohesive energies are described in the text).
  2. aLattice constants at 4 K and room temperature c/a ratio from ref. 34,42.
  3. bRef. 32
  4. cElastic constants measured at 4 K from ref. 34.
  5. dΔE is the energy deviation from the reference HCP ground state.
  6. eUnstable stacking fault energies along the 〈111〉 direction on different planes of the BCC structure (see γ-lines in Fig. 5).
  7. fThe FCC structure is unstable in the elastic constant calculation.