pair-50 (Ge-Sn-2022-06-12)

Energy distribution

../../../../_images/distribution470.png

Convex hull (formation energy)

../../../../_images/convex470.png

Stable structures

Convex hull (formation energy)

Composition

Formation energy (eV/atom)

Structure

0.0

0.0

Ge

1.0

0.0

Sn

The convex hull and stable structures are obtained by performing local structure optimizations only from structure prototypes used for estimating the MLP. Therefore, they are often inconsistent with experimental structures and/or theoretical globally-stable structures. In addition, the prototype is used as the structure legend in the figure. Therefore, the structure type of the converged structure is sometimes different from that shown in the legend even if the potential energy surface predicted by MLP is almost the same as the true one.

Equation of state for each structure

../../../../_images/e-v-sep470.png

Prototype structure energy

../../../../_images/icsd-pred470.png

Phonon density of states

../../../../_images/dos470.png

Prototype structure energy, Lattice constants, Elastic constants

Prototype structure energy

Prototype

MLP (eV/atom)

DFT (eV/atom)

icsd-107998-01-[MoNi4]

-3.37071

-3.37207

icsd-42773-01-[IrGe4]

-3.36396

-3.37705

icsd-58745-10-[Fe6Ge6Mg]

-3.35944

-3.34496

icsd-97006-01-[InMg2]

-3.35605

-3.35666

icsd-643301-10-[Au3Cd]

-3.35195

-3.35813

icsd-640726-01-[CuSmP2]

-3.35194

-3.35814

icsd-416747-10-[Al3Zr]

-3.35111

-3.35809

icsd-105521-01-[Al5W]

-3.33743

-3.33981

icsd-185626-01-[Al3Ni2]

-3.33668

-3.33895

icsd-611176-10-[Fe2P]

-3.33574

-3.32921

icsd-150584-01-[Fe13Ge3]

-3.33255

-3.33646

icsd-104506-10-[Ni3Sn]

-3.33079

-3.32681

icsd-260285-10-[UCl3]

-3.33035

-3.32638

icsd-409859-01-[La2Sb]

-3.32842

-3.33174

icsd-649037-10-[Ni3Ti]

-3.32457

-3.32209

icsd-610464-01-[PbClF/Cu2Sb]

-3.32269

-3.31798

icsd-239-01-[Cu3Se2]

-3.32198

-3.32327

icsd-58471-10-[CuZr2]

-3.32148

-3.32226

icsd-652553-01-[AlCr2-MoSi2]

-3.32148

-3.32225

icsd-58607-01-[Au2Ti]

-3.32147

-3.32228

icsd-167735-01-[Ru2B3]

-3.32123

-3.32132

icsd-655706-01-[Cu2Te(HT)]

-3.31752

-3.32026

icsd-105191-10-[Al3Ti]

-3.31479

-3.31609

icsd-420250-10-[LiPd2Tl]

-3.31473

-3.31608

icsd-69199-10-[U3Si]

-3.31335

-3.315

icsd-609153-10-[AlPt3]

-3.31324

-3.31488

icsd-648572-10-[CuInPt2]

-3.31322

-3.31398

icsd-181127-01-[Auricupride-AuCu3]

-3.31322

-3.31398

icsd-99787-01-[Fe3Pt]

-3.31322

-3.31398

icsd-106786-01-[Hg2Pt]

-3.30935

-3.30935

icsd-625334-10-[Laves(2H)-MgZn2]

-3.30869

-3.30963

icsd-59586-10-[Pd5Th3]

-3.30452

-3.30026

icsd-181788-01-[NaCl]

-3.30377

-3.30115

icsd-42472-01-[CoO]

-3.30364

-3.30085

icsd-105726-10-[Pd5Ti3]

-3.30306

-3.30299

icsd-155842-01-[Co5Fe11]

-3.30112

-3.30078

icsd-30446-10-[Fe2B]

-3.30049

-3.3011

icsd-188260-01-[Heusler-AlCu2Mn]

-3.30022

-3.30496

icsd-189695-10-[CuHg2Ti]

-3.30022

-3.30496

icsd-103995-10-[Ga3Ti2]

-3.29758

-3.29638

icsd-635060-01-[Fersilicite-FeSi]

-3.29716

-3.30045

icsd-246555-01-[Co2Nd]

-3.29637

-3.29568

icsd-629406-01-[Cu4Ti3]

-3.29577

-3.30098

icsd-16504-10-[CrSi2]

-3.29481

-3.29445

icsd-629380-01-[Al3Os2]

-3.29346

-3.29401

icsd-102712-01-[CoU]

-3.28827

-3.29319

icsd-105948-10-[InNi2]

-3.28341

-3.28025

icsd-161133-01-[Fe2Si(HT)]

-3.28341

-3.28025

icsd-639879-01-[In5In4]

-3.28051

-3.28319

icsd-69557-01-[CdI2(hP9)]

-3.27783

-3.27821

icsd-189711-10-[Heusler(alloy)-AlLiSi]

-3.27659

-3.2748

icsd-659829-10-[Al2Li3]

-3.27576

-3.2672

icsd-16606-10-[Nb3Te4]

-3.2757

-3.27954

icsd-639879-10-[In5In4]

-3.27442

-3.27441

icsd-55492-01-[BaPt]

-3.27417

-3.27394

icsd-73839-01-[Ni3S2]

-3.2711

-3.26776

icsd-635642-10-[Hg5Mn2]

-3.26251

-3.24862

icsd-629406-10-[Cu4Ti3]

-3.25684

-3.25554

icsd-650527-01-[CsCl]

-3.25468

-3.24825

icsd-106325-01-[BiIn]

-3.25395

-3.25694

icsd-42428-01-[Fe3Pt]

-3.25386

-3.25617

icsd-108707-01-[HgMn]

-3.25379

-3.25597

icsd-59508-01-[AuCu]

-3.25379

-3.25597

icsd-633467-01-[FeSe(tP2)]

-3.25356

-3.25602

icsd-639227-10-[Si2U3]

-3.25161

-3.24488

icsd-618295-01-[MoC1-x]

-3.24779

-3.24822

icsd-185626-10-[Al3Ni2]

-3.24053

-3.24957

icsd-105636-01-[PbU]

-3.23967

-3.24122

icsd-611457-01-[NbAs]

-3.23963

-3.24122

icsd-5258-10-[FeSi2]

-3.23508

-3.23529

icsd-629380-10-[Al3Os2]

-3.2344

-3.23583

icsd-100654-01-[BiSe]

-3.23058

-3.23236

icsd-105726-01-[Pd5Ti3]

-3.22986

-3.23259

icsd-239-10-[Cu3Se2]

-3.22751

-3.22804

icsd-103995-01-[Ga3Ti2]

-3.22688

-3.2287

icsd-58471-01-[CuZr2]

-3.22545

-3.22639

icsd-58607-10-[Au2Ti]

-3.22536

-3.22637

icsd-652553-10-[AlCr2-MoSi2]

-3.22535

-3.22637

icsd-611176-01-[Fe2P]

-3.22245

-3.20887

icsd-659806-01-[GeTe(subcell)]

-3.22103

-3.22228

icsd-639037-01-[HgIn]

-3.22103

-3.22228

icsd-52294-01-[GeTe(supercell)]

-3.22103

-3.22228

icsd-169457-01-[ZrH2]

-3.2202

-3.22435

icsd-618702-01-[ScTe]

-3.21956

-3.22172

icsd-611618-01-[TiAs]

-3.21956

-3.22171

icsd-30446-01-[Fe2B]

-3.21897

-3.21825

icsd-240119-01-[AlLi]

-3.21868

-3.21883

icsd-103775-01-[NaTl]

-3.21806

-3.2162

icsd-161133-10-[Fe2Si(HT)]

-3.21766

-3.21179

icsd-105948-01-[InNi2]

-3.21766

-3.21179

icsd-168897-01-[LaI]

-3.21667

-3.21358

icsd-626692-01-[Nickeline-NiAs]

-3.21667

-3.21358

icsd-59586-01-[Pd5Th3]

-3.2158

-3.21562

icsd-639227-01-[Si2U3]

-3.21479

-3.2169

icsd-659856-01-[LiPt]

-3.21441

-3.2197

icsd-644708-01-[WC]

-3.21403

-3.21966

icsd-16606-01-[Nb3Te4]

-3.21181

-3.23337

icsd-655706-10-[Cu2Te(HT)]

-3.21157

-3.21654

icsd-659829-01-[Al2Li3]

-3.20907

-3.21645

icsd-248490-10-[Pt2Si]

-3.20745

-3.20871

icsd-638227-10-[Fluorite-CaF2]

-3.20743

-3.20923

icsd-169457-10-[ZrH2]

-3.2074

-3.20852

icsd-409859-10-[La2Sb]

-3.19791

-3.19884

icsd-155842-10-[Co5Fe11]

-3.19755

-3.19503

icsd-638227-01-[Fluorite-CaF2]

-3.19577

-3.19567

icsd-248490-01-[Pt2Si]

-3.19576

-3.19562

icsd-16504-01-[CrSi2]

-3.19207

-3.19656

icsd-69557-10-[CdI2(hP9)]

-3.19203

-3.19186

icsd-610464-10-[PbClF/Cu2Sb]

-3.19049

-3.18821

icsd-107998-10-[MoNi4]

-3.18994

-3.19079

icsd-5258-01-[FeSi2]

-3.18862

-3.19012

icsd-640726-10-[CuSmP2]

-3.18172

-3.17828

icsd-260285-01-[UCl3]

-3.18162

-3.18251

icsd-104506-01-[Ni3Sn]

-3.1816

-3.18207

icsd-416747-01-[Al3Zr]

-3.18156

-3.17828

icsd-648748-10-[Pd4Se]

-3.18105

-3.18082

icsd-643301-01-[Au3Cd]

-3.18013

-3.17823

icsd-106786-10-[Hg2Pt]

-3.1798

-3.18164

icsd-161109-01-[CoSn]

-3.17897

-3.17226

icsd-105191-01-[Al3Ti]

-3.17869

-3.1765

icsd-649037-01-[Ni3Ti]

-3.17838

-3.17602

icsd-420250-01-[LiPd2Tl]

-3.17692

-3.17631

icsd-609153-01-[AlPt3]

-3.17434

-3.17721

icsd-69199-01-[U3Si]

-3.17434

-3.1769

icsd-648572-01-[CuInPt2]

-3.17432

-3.17754

icsd-99787-10-[Fe3Pt]

-3.17432

-3.17754

icsd-181127-10-[Auricupride-AuCu3]

-3.17432

-3.17754

icsd-73839-10-[Ni3S2]

-3.16379

-3.16686

icsd-188260-10-[Heusler-AlCu2Mn]

-3.16181

-3.16504

icsd-189695-01-[CuHg2Ti]

-3.16181

-3.16504

icsd-635642-01-[Hg5Mn2]

-3.15744

-3.19107

icsd-105521-10-[Al5W]

-3.15418

-3.1535

icsd-97006-10-[InMg2]

-3.15394

-3.14984

icsd-167735-10-[Ru2B3]

-3.15319

-3.15513

icsd-42773-10-[IrGe4]

-3.15223

-3.17203

icsd-150584-10-[Fe13Ge3]

-3.15119

-3.15445

icsd-635208-01-[CoGa3]

-3.13791

-3.13856

icsd-262070-01-[AlLi(hP8)]

-3.10295

-3.10251

icsd-189711-01-[Heusler(alloy)-AlLiSi]

-3.09814

-3.09699

icsd-635208-10-[CoGa3]

-3.08559

-3.08083

icsd-58745-01-[Fe6Ge6Mg]

-3.05393

-3.01213

icsd-424636-10-[MnGa4]

-3.04887

-3.04836

icsd-108762-10-[Hg4Pt]

-3.04887

-3.04836

icsd-639148-10-[NiHg4]

-3.04887

-3.04836

icsd-625334-01-[Laves(2H)-MgZn2]

-3.02278

-3.02341

icsd-639148-01-[NiHg4]

-2.98087

-2.98172

icsd-108762-01-[Hg4Pt]

-2.98087

-2.98172

icsd-424636-01-[MnGa4]

-2.98087

-2.98172

icsd-246555-10-[Co2Nd]

-2.93624

-2.93534

Lattice parameters (CoU(Ba)(x=0.50))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

25.965

7.462

7.462

7.462

90.0

90.0

90.0

DFT

25.125

7.38

7.38

7.38

90.0

90.0

90.0

Elastic constants (CoU(Ba)(x=0.50))

1

2

3

4

5

6

69.1

44.1

44.1

0.0

0.0

0.0

44.1

69.1

44.1

0.0

0.0

0.0

44.1

44.1

69.1

0.0

0.0

0.0

0.0

0.0

0.0

20.8

0.0

0.0

0.0

0.0

0.0

0.0

20.8

0.0

0.0

0.0

0.0

0.0

0.0

20.8

Lattice parameters (InNi2(B82)(x=0.33))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

22.41

5.123

5.123

5.916

90.0

90.0

120.0

DFT

22.237

5.105

5.105

5.911

90.0

90.0

120.0

Elastic constants (InNi2(B82)(x=0.33))

1

2

3

4

5

6

87.9

87.3

61.3

0.0

0.0

0.0

87.3

87.9

61.3

0.0

0.0

0.0

61.3

61.3

103.5

0.0

0.0

0.0

0.0

0.0

0.0

2.8

0.0

0.0

0.0

0.0

0.0

0.0

2.8

0.0

0.0

0.0

0.0

0.0

0.0

0.3

Lattice parameters (WC(Bh)(x=0.50))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

24.806

4.585

3.154

3.654

90.0

90.0

110.12

DFT

23.671

3.253

3.253

5.165

90.0

90.0

120.0

Elastic constants (WC(Bh)(x=0.50))

1

2

3

4

5

6

59.0

44.2

58.3

0.0

0.0

-1.2

44.2

61.5

55.6

0.0

0.0

0.1

58.3

55.6

92.4

0.0

0.0

1.1

0.0

0.0

0.0

10.2

6.1

0.0

0.0

0.0

0.0

6.1

24.6

0.0

-1.2

0.1

1.1

0.0

0.0

8.2

Lattice parameters (MoNi4(D1a)(x=0.20))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

21.2

7.661

7.661

3.612

90.0

90.0

90.0

DFT

21.403

7.718

7.718

3.593

90.0

90.0

90.0

Elastic constants (MoNi4(D1a)(x=0.20))

1

2

3

4

5

6

57.4

40.8

41.2

0.0

0.0

1.5

40.8

57.4

41.2

0.0

0.0

-1.5

41.2

41.2

59.2

0.0

0.0

0.0

0.0

0.0

0.0

13.7

0.0

0.0

0.0

0.0

0.0

0.0

13.7

0.0

1.5

-1.5

0.0

0.0

0.0

8.8

Lattice parameters (Al3Ti(D022)(x=0.75))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

26.113

4.649

4.649

9.666

90.0

90.0

90.0

DFT

25.839

4.788

4.788

9.017

90.0

90.0

90.0

Elastic constants (Al3Ti(D022)(x=0.75))

1

2

3

4

5

6

68.9

64.4

55.0

0.0

0.0

0.0

64.4

68.9

55.0

0.0

0.0

0.0

55.0

55.0

88.9

0.0

0.0

0.0

0.0

0.0

0.0

8.6

0.0

0.0

0.0

0.0

0.0

0.0

8.6

0.0

0.0

0.0

0.0

0.0

0.0

13.2

Lattice parameters (CsCl(B2)(x=0.50))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

23.733

3.621

3.621

3.621

90.0

90.0

90.0

DFT

23.273

3.597

3.597

3.597

90.0

90.0

90.0

Elastic constants (CsCl(B2)(x=0.50))

1

2

3

4

5

6

71.9

69.2

69.2

0.0

0.0

0.0

69.2

71.9

69.2

0.0

0.0

0.0

69.2

69.2

71.9

0.0

0.0

0.0

0.0

0.0

0.0

11.1

0.0

0.0

0.0

0.0

0.0

0.0

11.1

0.0

0.0

0.0

0.0

0.0

0.0

11.1

Lattice parameters (AuCu3(L12)(x=0.25))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

21.62

4.422

4.422

4.422

90.0

90.0

90.0

DFT

21.727

4.429

4.429

4.429

90.0

90.0

90.0

Elastic constants (AuCu3(L12)(x=0.25))

1

2

3

4

5

6

58.6

54.8

54.8

0.0

0.0

0.0

54.8

58.6

54.8

0.0

0.0

0.0

54.8

54.8

58.6

0.0

0.0

0.0

0.0

0.0

0.0

6.7

0.0

0.0

0.0

0.0

0.0

0.0

6.7

0.0

0.0

0.0

0.0

0.0

0.0

6.7

Lattice parameters (Cu2Sb(C38)(x=0.33))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

22.504

4.138

4.138

7.886

90.0

90.0

90.0

DFT

22.746

4.095

4.095

8.138

90.0

90.0

90.0

Elastic constants (Cu2Sb(C38)(x=0.33))

1

2

3

4

5

6

23.9

34.0

31.0

0.0

0.0

0.0

34.0

23.9

31.0

0.0

0.0

0.0

31.0

31.0

82.6

0.0

0.0

0.0

0.0

0.0

0.0

86390.5

0.0

0.0

0.0

0.0

0.0

0.0

86390.5

0.0

0.0

0.0

0.0

0.0

0.0

20.0

Lattice parameters (Al3Zr(D023)(x=0.75))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

25.941

4.655

4.655

19.152

90.0

90.0

90.0

DFT

25.935

4.66

4.66

19.112

90.0

90.0

90.0

Elastic constants (Al3Zr(D023)(x=0.75))

1

2

3

4

5

6

57.1

60.3

53.9

0.0

0.0

0.0

60.3

57.1

53.9

0.0

0.0

0.0

53.9

53.9

63.9

0.0

0.0

0.0

0.0

0.0

0.0

7.2

0.0

0.0

0.0

0.0

0.0

0.0

7.2

0.0

0.0

0.0

0.0

0.0

0.0

11.5

Lattice parameters (FeSi(B20)(x=0.50))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

24.258

5.79

5.79

5.79

90.0

90.0

90.0

DFT

24.295

5.793

5.793

5.793

90.0

90.0

90.0

Elastic constants (FeSi(B20)(x=0.50))

1

2

3

4

5

6

149.1

47.8

47.8

0.0

0.0

0.0

47.8

149.1

47.8

0.0

0.0

0.0

47.8

47.8

149.1

0.0

0.0

0.0

0.0

0.0

0.0

5.2

0.0

0.0

0.0

0.0

0.0

0.0

5.2

0.0

0.0

0.0

0.0

0.0

0.0

5.2

Lattice parameters (Si2U3(D5a)(x=0.40))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

24.435

7.777

7.777

4.04

90.0

90.0

90.0

DFT

24.031

7.974

7.974

3.779

90.0

90.0

90.0

Elastic constants (Si2U3(D5a)(x=0.40))

1

2

3

4

5

6

42.7

107.7

51.9

0.0

0.0

0.0

107.7

42.7

51.9

0.0

0.0

0.0

51.9

51.9

65.7

0.0

0.0

0.0

0.0

0.0

0.0

8.0

0.0

0.0

0.0

0.0

0.0

0.0

8.0

0.0

0.0

0.0

0.0

0.0

0.0

13.6

Lattice parameters (Ni3Sn(D019)(x=0.25))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

21.522

6.012

15.358

4.024

95.49

68.61

92.82

DFT

21.598

6.248

10.998

5.029

90.0

90.0

90.0

Elastic constants (Ni3Sn(D019)(x=0.25))

1

2

3

4

5

6

86.8

39.8

37.0

17.2

1.7

5.6

39.8

84.0

47.9

-5.1

2.9

8.4

37.0

47.9

65.7

-4.2

3.2

5.7

17.2

-5.1

-4.2

42.1

-1.0

-1.7

1.7

2.9

3.2

-1.0

20.2

0.2

5.6

8.4

5.7

-1.7

0.2

14.3

Lattice parameters (Fe2P(C22)(x=0.67))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

25.0

3.738

14.688

8.195

90.0

90.0

90.0

DFT

25.145

3.374

15.57

8.615

90.0

90.0

90.0

Elastic constants (Fe2P(C22)(x=0.67))

1

2

3

4

5

6

55.0

46.8

40.2

0.0

0.0

0.0

46.8

60.7

37.2

0.0

0.0

0.0

40.2

37.2

68.5

0.0

0.0

0.0

0.0

0.0

0.0

11002.2

0.0

0.0

0.0

0.0

0.0

0.0

11.2

0.0

0.0

0.0

0.0

0.0

0.0

22.6

Lattice parameters (Cu2Sb(C38)(x=0.67))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

26.999

4.631

4.631

7.554

90.0

90.0

90.0

DFT

25.719

4.347

4.347

8.164

90.0

90.0

90.0

Elastic constants (Cu2Sb(C38)(x=0.67))

1

2

3

4

5

6

50.8

33.0

50.9

0.0

0.0

0.0

33.0

50.8

50.9

0.0

0.0

0.0

50.9

50.9

90.0

0.0

0.0

0.0

0.0

0.0

0.0

-5.3

0.0

0.0

0.0

0.0

0.0

0.0

-5.3

0.0

0.0

0.0

0.0

0.0

0.0

8.1

Lattice parameters (Ni3Sn(D019)(x=0.75))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

27.3

7.336

7.336

4.686

90.0

90.0

120.0

DFT

25.616

6.594

6.594

5.442

90.0

90.0

120.0

Elastic constants (Ni3Sn(D019)(x=0.75))

1

2

3

4

5

6

37.2

22.6

23.8

0.0

0.0

0.0

22.6

37.2

23.8

0.0

0.0

0.0

23.8

23.8

37.4

0.0

0.0

0.0

0.0

0.0

0.0

6.7

0.0

0.0

0.0

0.0

0.0

0.0

6.7

0.0

0.0

0.0

0.0

0.0

0.0

7.3

Lattice parameters (Ni3Ti(D024)(x=0.75))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

26.542

6.806

8.157

9.555

90.0

90.0

126.81

DFT

25.699

6.635

6.635

10.785

90.0

90.0

120.0

Elastic constants (Ni3Ti(D024)(x=0.75))

1

2

3

4

5

6

38.7

26.0

21.1

0.0

0.0

1.0

26.0

37.8

21.5

0.0

0.0

0.5

21.1

21.5

22.4

0.0

0.0

-0.7

0.0

0.0

0.0

10.9

-3.7

0.0

0.0

0.0

0.0

-3.7

8.8

0.0

1.0

0.5

-0.7

0.0

0.0

6.8

Lattice parameters (Fe2P(C22)(x=0.33))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

22.935

3.055

11.833

11.421

90.0

90.0

90.0

DFT

22.799

3.173

11.417

11.328

90.0

90.0

90.0

Elastic constants (Fe2P(C22)(x=0.33))

1

2

3

4

5

6

88.2

31.6

43.1

0.0

0.0

0.0

31.6

55.0

37.7

0.0

0.0

0.0

43.1

37.7

64.7

0.0

0.0

0.0

0.0

0.0

0.0

22.8

0.0

0.0

0.0

0.0

0.0

0.0

-32745.5

-73622.2

0.0

0.0

0.0

0.0

-73622.2

-65215.0

Lattice parameters (MoNi4(D1a)(x=0.80))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

26.003

8.311

8.311

3.765

90.0

90.0

90.0

DFT

26.166

8.218

8.218

3.875

90.0

90.0

90.0

Elastic constants (MoNi4(D1a)(x=0.80))

1

2

3

4

5

6

35.7

20.2

16.6

0.0

0.0

3.2

20.2

35.7

16.6

0.0

0.0

-3.2

16.6

16.6

25.1

0.0

0.0

0.0

0.0

0.0

0.0

15.1

0.0

0.0

0.0

0.0

0.0

0.0

15.1

0.0

3.2

-3.2

0.0

0.0

0.0

11.1

Lattice parameters (MgZn2(C14)(x=0.33))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

22.555

6.014

6.014

8.641

90.0

90.0

120.0

DFT

22.476

5.88

5.88

9.008

90.0

90.0

120.0

Elastic constants (MgZn2(C14)(x=0.33))

1

2

3

4

5

6

64.6

61.2

57.7

0.0

0.0

0.0

61.2

64.6

57.7

0.0

0.0

0.0

57.7

57.7

83.8

0.0

0.0

0.0

0.0

0.0

0.0

10.5

0.0

0.0

0.0

0.0

0.0

0.0

10.5

0.0

0.0

0.0

0.0

0.0

0.0

1.7

Lattice parameters (CrSi2(C40)(x=0.67))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

25.327

5.574

5.574

8.473

90.0

90.0

120.0

DFT

25.24

5.619

5.619

8.309

90.0

90.0

120.0

Elastic constants (CrSi2(C40)(x=0.67))

1

2

3

4

5

6

63.0

60.1

38.9

0.0

0.0

0.0

60.1

63.0

38.9

0.0

0.0

0.0

38.9

38.9

59.8

0.0

0.0

0.0

0.0

0.0

0.0

8.6

-1653.1

0.0

0.0

0.0

0.0

-1653.1

-5753.1

0.0

0.0

0.0

0.0

0.0

0.0

1.4

Lattice parameters (AlCu2Mn(L21)(x=0.75))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

26.703

7.532

7.532

7.532

90.0

90.0

90.0

DFT

25.492

7.416

7.416

7.416

90.0

90.0

90.0

Elastic constants (AlCu2Mn(L21)(x=0.75))

1

2

3

4

5

6

45.1

47.7

47.7

0.0

0.0

0.0

47.7

45.1

47.7

0.0

0.0

0.0

47.7

47.7

45.1

0.0

0.0

0.0

0.0

0.0

0.0

6.2

0.0

0.0

0.0

0.0

0.0

0.0

6.2

0.0

0.0

0.0

0.0

0.0

0.0

6.2

Lattice parameters (InNi2(B82)(x=0.67))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

26.166

5.126

5.126

6.898

90.0

90.0

120.0

DFT

24.886

5.246

5.246

6.266

90.0

90.0

120.0

Elastic constants (InNi2(B82)(x=0.67))

1

2

3

4

5

6

75.4

53.6

30.9

0.0

0.0

0.0

53.6

75.4

30.9

0.0

0.0

0.0

30.9

30.9

29.4

0.0

0.0

0.0

0.0

0.0

0.0

15.5

0.0

0.0

0.0

0.0

0.0

0.0

15.5

0.0

0.0

0.0

0.0

0.0

0.0

10.9

Lattice parameters (AuCu3(L12)(x=0.75))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

25.613

4.679

4.679

4.679

90.0

90.0

90.0

DFT

25.852

4.694

4.694

4.694

90.0

90.0

90.0

Elastic constants (AuCu3(L12)(x=0.75))

1

2

3

4

5

6

44.6

55.0

55.0

0.0

0.0

0.0

55.0

44.6

55.0

0.0

0.0

0.0

55.0

55.0

44.6

0.0

0.0

0.0

0.0

0.0

0.0

7.5

0.0

0.0

0.0

0.0

0.0

0.0

7.5

0.0

0.0

0.0

0.0

0.0

0.0

7.5

Lattice parameters (NiAs(B81)(x=0.50))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

23.533

4.221

3.133

7.666

90.0

90.0

111.78

DFT

23.817

3.274

3.274

10.264

90.0

90.0

120.0

Elastic constants (NiAs(B81)(x=0.50))

1

2

3

4

5

6

75.6

45.0

69.8

0.0

0.0

-2.1

45.0

83.9

58.8

0.0

0.0

-1.9

69.8

58.8

99.6

0.0

0.0

5.2

0.0

0.0

0.0

18.2

10.3

0.0

0.0

0.0

0.0

10.3

39.9

0.0

-2.1

-1.9

5.2

0.0

0.0

17.4

Lattice parameters (Al3Ti(D022)(x=0.25))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

21.681

4.219

4.219

9.746

90.0

90.0

90.0

DFT

21.721

4.34

4.34

9.226

90.0

90.0

90.0

Elastic constants (Al3Ti(D022)(x=0.25))

1

2

3

4

5

6

59.6

71.3

63.7

0.0

0.0

0.0

71.3

59.6

63.7

0.0

0.0

0.0

63.7

63.7

103.3

0.0

0.0

0.0

0.0

0.0

0.0

-0.7

0.0

0.0

0.0

0.0

0.0

0.0

-0.7

0.0

0.0

0.0

0.0

0.0

0.0

25.3

Lattice parameters (Si2U3(D5a)(x=0.60))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

25.364

7.806

7.806

4.163

90.0

90.0

90.0

DFT

24.704

8.039

8.039

3.822

90.0

90.0

90.0

Elastic constants (Si2U3(D5a)(x=0.60))

1

2

3

4

5

6

73.4

61.3

58.4

0.0

0.0

0.0

61.3

73.4

58.4

0.0

0.0

0.0

58.4

58.4

68.8

0.0

0.0

0.0

0.0

0.0

0.0

13.7

0.0

0.0

0.0

0.0

0.0

0.0

13.7

0.0

0.0

0.0

0.0

0.0

0.0

9.6

Lattice parameters (MgZn2(C14)(x=0.67))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

27.894

6.389

5.856

9.205

90.0

90.0

103.62

DFT

27.652

6.741

6.741

8.433

90.0

90.0

120.0

Elastic constants (MgZn2(C14)(x=0.67))

1

2

3

4

5

6

71.3

51.3

37.3

0.0

0.0

1.2

51.3

74.7

35.3

0.0

0.0

1.6

37.3

35.3

42.5

0.0

0.0

0.0

0.0

0.0

0.0

13.9

-3.0

0.0

0.0

0.0

0.0

-3.0

4.9

0.0

1.2

1.6

0.0

0.0

0.0

10.8

Lattice parameters (CrSi2(C40)(x=0.33))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

22.537

6.369

4.149

8.59

84.2

111.76

105.82

DFT

22.386

5.416

5.416

7.932

90.0

90.0

120.0

Elastic constants (CrSi2(C40)(x=0.33))

1

2

3

4

5

6

109.7

46.4

35.2

0.0

0.0

-12.0

46.4

70.6

41.7

0.0

0.0

8.1

35.2

41.7

83.5

0.0

0.0

15.8

0.0

0.0

0.0

11.4

-2.6

0.0

0.0

0.0

0.0

-2.6

11.6

0.0

-12.0

8.1

15.8

0.0

0.0

29.1

Lattice parameters (NaTl(B32)(x=0.50))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

24.373

7.306

7.306

7.306

90.0

90.0

90.0

DFT

23.476

7.215

7.215

7.215

90.0

90.0

90.0

Elastic constants (NaTl(B32)(x=0.50))

1

2

3

4

5

6

42.1

52.3

52.3

0.0

0.0

0.0

52.3

42.1

52.3

0.0

0.0

0.0

52.3

52.3

42.1

0.0

0.0

0.0

0.0

0.0

0.0

-4.4

0.0

0.0

0.0

0.0

0.0

0.0

-4.4

0.0

0.0

0.0

0.0

0.0

0.0

-4.4

Lattice parameters (Ni3Ti(D024)(x=0.25))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

21.777

6.417

6.417

9.77

90.0

90.0

120.0

DFT

21.765

6.311

6.311

10.097

90.0

90.0

120.0

Elastic constants (Ni3Ti(D024)(x=0.25))

1

2

3

4

5

6

57.4

53.6

62.3

0.0

0.0

0.0

53.6

57.4

62.3

0.0

0.0

0.0

62.3

62.3

77.5

0.0

0.0

0.0

0.0

0.0

0.0

6.5

0.0

0.0

0.0

0.0

0.0

0.0

6.5

0.0

0.0

0.0

0.0

0.0

0.0

1.9

Lattice parameters (Al3Zr(D023)(x=0.25))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

23.124

4.019

4.019

22.905

90.0

90.0

90.0

DFT

22.489

4.013

4.013

22.348

90.0

90.0

90.0

Elastic constants (Al3Zr(D023)(x=0.25))

1

2

3

4

5

6

55.4

36.5

42.5

0.0

0.0

0.0

36.5

55.4

42.5

0.0

0.0

0.0

42.5

42.5

73.3

0.0

0.0

0.0

0.0

0.0

0.0

9.7

0.0

0.0

0.0

0.0

0.0

0.0

9.7

0.0

0.0

0.0

0.0

0.0

0.0

2.2

Lattice parameters (AuCu(L10)(x=0.50))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

23.733

3.621

3.621

3.621

90.0

90.0

90.0

DFT

23.421

3.759

3.759

3.315

90.0

90.0

90.0

Elastic constants (AuCu(L10)(x=0.50))

1

2

3

4

5

6

71.9

69.2

69.2

0.0

0.0

0.0

69.2

71.9

69.2

0.0

0.0

0.0

69.2

69.2

71.9

0.0

0.0

0.0

0.0

0.0

0.0

11.1

0.0

0.0

0.0

0.0

0.0

0.0

11.1

0.0

0.0

0.0

0.0

0.0

0.0

11.1

Lattice parameters (AlCu2Mn(L21)(x=0.25))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

22.21

7.083

7.083

7.083

90.0

90.0

90.0

DFT

21.396

6.995

6.995

6.995

90.0

90.0

90.0

Elastic constants (AlCu2Mn(L21)(x=0.25))

1

2

3

4

5

6

49.2

53.8

53.8

0.0

0.0

0.0

53.8

49.2

53.8

0.0

0.0

0.0

53.8

53.8

49.2

0.0

0.0

0.0

0.0

0.0

0.0

-6.3

0.0

0.0

0.0

0.0

0.0

0.0

-6.3

0.0

0.0

0.0

0.0

0.0

0.0

-6.3