gtinv-339 (Ag-2021-08-04-all-icsd)

Energy distribution

../../../../_images/distribution1071.png

Equation of state

../../../../_images/e-v10.png

Equation of state for each structure

../../../../_images/e-v-sep1071.png

Prototype structure energy

../../../../_images/icsd-pred1071.png

Phonon density of states

../../../../_images/dos1071.png

Prototype structure energy, Lattice constants, Elastic constants

Prototype structure energy

Prototype

MLP (eV/atom)

DFT (eV/atom)

icsd-104296-[Hg(LT)]

-2.5286

-2.52936

icsd-639810-[In]

-2.5286

-2.52767

icsd-236858-[O8]

-2.52859

-2.52942

icsd-168172-[I(Immm)]

-2.52859

-2.52762

icsd-194468-[I2]

-2.52856

-2.52999

icsd-57192-[Cs(tP8)]

-2.52855

-2.52894

icsd-52914-[ccp-Cu]

-2.52854

-2.52994

icsd-189786-[Si(oS16)]

-2.52853

-2.52904

icsd-248500-[O2(mS4)]

-2.52853

-2.52807

icsd-108682-[Pr(hP6)]

-2.5285

-2.52993

icsd-52916-[La]

-2.52664

-2.52626

icsd-31170-[C(P63mc)]

-2.52662

-2.52629

icsd-161381-[K(HP)]

-2.52662

-2.52629

icsd-652633-[Sm]

-2.52603

-2.52693

icsd-31692-[Pu(mP16)]

-2.5247

-2.52474

icsd-189460-[MnP]

-2.52469

-2.52463

icsd-652876-[hcp-Mg]

-2.52464

-2.52459

icsd-43539-[Ga(Cmcm)]

-2.52463

-2.52452

icsd-653381-[U]

-2.52463

-2.5246

icsd-42679-[Sb(mP4)]

-2.52449

-2.52459

icsd-157920-[IrV]

-2.50676

-2.50663

icsd-52412-[Sc]

-2.49896

-2.49965

icsd-246446-[Bi(III)]

-2.49895

-2.50011

icsd-97742-[Sb2Te3]

-2.49895

-2.49911

icsd-648333-[Pa]

-2.49895

-2.50022

icsd-43216-[Sn(tI2)]

-2.4989

-2.50023

icsd-105489-[FeB]

-2.4989

-2.49963

icsd-109012-[Li(cI16)]

-2.49773

-2.49796

icsd-76156-[bcc-W]

-2.49716

-2.4954

icsd-15535-[O2(hR2)]

-2.49715

-2.49623

icsd-656457-[Po(hR1)]

-2.49715

-2.49843

icsd-642937-[Mn(cP20)]

-2.47954

-2.47909

icsd-30606-[Se(beta)]

-2.47805

-2.47789

icsd-182760-[C(C2/m)]

-2.47033

-2.4714

icsd-76041-[U(beta)]

-2.46645

-2.46606

icsd-43058-[Mn(alpha)-Mn(cI58)]

-2.46642

-2.46655

icsd-280872-[Ta(tP30)]

-2.466

-2.46574

icsd-76166-[U(beta)-CrFe]

-2.46597

-2.46565

icsd-56897-[SmNiSb]

-2.46501

-2.46459

icsd-187431-[CaHg2]

-2.46494

-2.46452

icsd-52501-[Te(mP4)]

-2.45785

-2.4577

icsd-245956-[Ge]

-2.45732

-2.45718

icsd-653797-[Pu(mS34)]

-2.44948

-2.44941

icsd-26482-[N2(cP8)]

-2.44441

-2.44542

icsd-108326-[Cr3Si]

-2.43766

-2.43831

icsd-31829-[Graphite(3R)]

-2.42799

-2.42737

icsd-24892-[N2]

-2.42792

-2.42821

icsd-165725-[Co(tP28)]

-2.42707

-2.42671

icsd-189436-[B(tP50)]

-2.42312

-2.42325

icsd-609832-[P(black)]

-2.41218

-2.4127

icsd-165132-[B28]

-2.40772

-2.40714

icsd-37090-[S6]

-2.40449

-2.40442

icsd-109028-[Bi(I4/mcm)]

-2.39525

-2.39473

icsd-644520-[N2(epsilon)]

-2.3589

-2.3592

icsd-28540-[H2]

-2.3494

-2.34928

icsd-2091-[Se3S5]

-2.34832

-2.34743

icsd-162242-[Ca(III)]

-2.34159

-2.34082

icsd-109035-[Ca.15Sn.85]

-2.34152

-2.34055

icsd-109018-[Cs(HP)]

-2.32932

-2.32888

icsd-653719-[Bi]

-2.29922

-2.29889

icsd-162256-[Ga]

-2.2942

-2.29442

icsd-56503-[GaSb]

-2.28911

-2.29003

icsd-236662-[Sn]

-2.28911

-2.29002

icsd-43251-[S8(Fddd)]

-2.27227

-2.27222

icsd-188336-[(Ca8)xCa2]

-2.26392

-2.26326

icsd-62747-[B(hR12)]

-2.23178

-2.23206

icsd-182587-[Nickeline-NiAs]

-2.22559

-2.22528

icsd-616526-[As]

-2.19735

-2.19821

icsd-181082-[C(P1)]

-2.19734

-2.19821

icsd-43211-[Po(alpha)]

-2.19734

-2.19821

icsd-109027-[Sr(HP)]

-2.19733

-2.19821

icsd-653045-[Se(gamma)]

-2.19733

-2.19819

icsd-182732-[BN(P1)]

-2.19732

-2.19825

icsd-88815-[Graphite(oS16)]

-2.15791

-2.15829

icsd-185973-[C3N2]

-2.10299

-2.10343

icsd-181908-[Si(I4/mmm)]

-2.08527

-2.0842

icsd-26463-[S12]

-2.07204

-2.0723

icsd-193439-[Graphite(2H)]

-1.94267

-1.94247

icsd-88820-[Si(HP)]

-1.85495

-1.85475

icsd-173517-[Ge(HP)]

-1.82193

-1.82199

icsd-30101-[Wurtzite-ZnS(2H)]

-1.75

-1.75006

icsd-167204-[Ge(hP8)]

-1.74853

-1.74861

icsd-41979-[Diamond-C(cF8)]

-1.74765

-1.74719

icsd-27249-[CO]

-1.74759

-1.74713

icsd-245950-[Ge(cF136)]

-1.74521

-1.74528

Lattice parameters (hcp)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

17.889

2.93

2.93

4.812

90.0

90.0

120.0

DFT

17.812

2.923

2.923

4.814

90.0

90.0

120.0

Elastic constants (hcp)

1

2

3

4

5

6

133.2

81.1

63.7

0.0

0.0

0.0

81.1

133.2

63.7

0.0

0.0

0.0

63.7

63.7

151.4

0.0

0.0

0.0

0.0

0.0

0.0

23.4

0.0

0.0

0.0

0.0

0.0

0.0

23.4

0.0

0.0

0.0

0.0

0.0

0.0

26.1

Lattice parameters (Sm)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

17.876

2.931

2.931

21.62

90.0

90.0

120.0

DFT

17.841

2.931

2.931

21.587

90.0

90.0

120.0

Elastic constants (Sm)

1

2

3

4

5

6

132.9

79.6

63.5

4.0

0.0

0.0

79.6

132.9

63.5

-4.0

0.0

0.0

63.5

63.5

149.2

0.0

0.0

0.0

4.0

-4.0

0.0

23.4

0.0

0.0

0.0

0.0

0.0

0.0

23.4

4.0

0.0

0.0

0.0

0.0

4.0

26.6

Lattice parameters (La)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

17.869

2.932

2.932

9.601

90.0

90.0

120.0

DFT

17.792

2.925

2.925

9.603

90.0

90.0

120.0

Elastic constants (La)

1

2

3

4

5

6

131.7

79.9

63.5

0.0

0.0

0.0

79.9

131.7

63.5

0.0

0.0

0.0

63.5

63.5

148.3

0.0

0.0

0.0

0.0

0.0

0.0

23.5

0.0

0.0

0.0

0.0

0.0

0.0

23.5

0.0

0.0

0.0

0.0

0.0

0.0

25.9

Lattice parameters (Sn(tI2))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

17.984

3.421

3.421

3.074

90.0

90.0

90.0

DFT

17.956

3.43

3.43

3.053

90.0

90.0

90.0

Elastic constants (Sn(tI2))

1

2

3

4

5

6

82.6

99.8

88.2

0.0

0.0

0.0

99.8

82.6

88.2

0.0

0.0

0.0

88.2

88.2

108.9

0.0

0.0

0.0

0.0

0.0

0.0

46.5

0.0

0.0

0.0

0.0

0.0

0.0

46.5

0.0

0.0

0.0

0.0

0.0

0.0

60.1

Lattice parameters (Sn)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

19.708

5.322

5.322

2.783

90.0

90.0

90.0

DFT

19.652

5.318

5.318

2.78

90.0

90.0

90.0

Elastic constants (Sn)

1

2

3

4

5

6

-1488.2

1667.4

29.0

0.0

0.0

0.0

1667.4

-1488.2

29.0

0.0

0.0

0.0

29.0

29.0

175.1

0.0

0.0

0.0

0.0

0.0

0.0

-11.7

0.0

0.0

0.0

0.0

0.0

0.0

-11.7

0.0

0.0

0.0

0.0

0.0

0.0

-14.5

Lattice parameters (bcc)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

17.962

3.3

3.3

3.3

90.0

90.0

90.0

DFT

17.965

3.3

3.3

3.3

90.0

90.0

90.0

Elastic constants (bcc)

1

2

3

4

5

6

87.1

97.3

97.3

0.0

0.0

0.0

97.3

87.1

97.3

0.0

0.0

0.0

97.3

97.3

87.1

0.0

0.0

0.0

0.0

0.0

0.0

53.7

0.0

0.0

0.0

0.0

0.0

0.0

53.7

0.0

0.0

0.0

0.0

0.0

0.0

53.7

Lattice parameters (fcc)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

17.854

4.149

4.149

4.149

90.0

90.0

90.0

DFT

17.778

4.143

4.143

4.143

90.0

90.0

90.0

Elastic constants (fcc)

1

2

3

4

5

6

111.3

81.2

81.2

0.0

0.0

0.0

81.2

111.3

81.2

0.0

0.0

0.0

81.2

81.2

111.3

0.0

0.0

0.0

0.0

0.0

0.0

40.5

0.0

0.0

0.0

0.0

0.0

0.0

40.5

0.0

0.0

0.0

0.0

0.0

0.0

40.5

Lattice parameters (diamond)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

30.006

6.215

6.215

6.215

90.0

90.0

90.0

DFT

29.825

6.202

6.202

6.202

90.0

90.0

90.0

Elastic constants (diamond)

1

2

3

4

5

6

24.0

32.3

32.3

0.0

0.0

0.0

32.3

24.0

32.3

0.0

0.0

0.0

32.3

32.3

24.0

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 (sc)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

20.79

2.75

2.75

2.75

90.0

90.0

90.0

DFT

20.755

2.748

2.748

2.748

90.0

90.0

90.0

Elastic constants (sc)

1

2

3

4

5

6

166.3

16.6

16.6

0.0

0.0

0.0

16.6

166.3

16.6

0.0

0.0

0.0

16.6

16.6

166.3

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

-10.5

Lattice parameters (Bi)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

17.854

5.081

5.081

2.934

90.0

90.0

109.47

DFT

19.689

5.586

5.404

2.799

90.0

111.25

90.0

Elastic constants (Bi)

1

2

3

4

5

6

136.7

64.3

72.7

0.0

0.0

12.0

64.3

145.2

64.3

0.0

0.0

0.0

72.7

64.3

136.7

0.0

0.0

-12.0

0.0

0.0

0.0

23.5

-12.0

0.0

0.0

0.0

0.0

-12.0

32.0

0.0

12.0

0.0

-12.0

0.0

0.0

23.5