gtinv-197 (Y-2021-08-04-all-icsd)

Energy distribution

../../../../_images/distribution2046.png

Equation of state

../../../../_images/e-v985.png

Equation of state for each structure

../../../../_images/e-v-sep2046.png

Prototype structure energy

../../../../_images/icsd-pred2046.png

Phonon density of states

../../../../_images/dos2046.png

Prototype structure energy, Lattice constants, Elastic constants

Prototype structure energy

Prototype

MLP (eV/atom)

DFT (eV/atom)

icsd-31692-[Pu(mP16)]

-4.16676

-4.16678

icsd-652876-[hcp-Mg]

-4.16674

-4.16673

icsd-653381-[U]

-4.16673

-4.16671

icsd-189460-[MnP]

-4.16672

-4.16675

icsd-652633-[Sm]

-4.1618

-4.16399

icsd-52916-[La]

-4.1597

-4.15908

icsd-161381-[K(HP)]

-4.15969

-4.1591

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

-4.15586

-4.15691

icsd-52914-[ccp-Cu]

-4.14116

-4.14158

icsd-182587-[Nickeline-NiAs]

-4.14111

-4.14155

icsd-108682-[Pr(hP6)]

-4.1411

-4.1439

icsd-168172-[I(Immm)]

-4.14107

-4.14149

icsd-639810-[In]

-4.14107

-4.14149

icsd-104296-[Hg(LT)]

-4.14107

-4.14139

icsd-57192-[Cs(tP8)]

-4.14106

-4.14149

icsd-248500-[O2(mS4)]

-4.14101

-4.1414

icsd-31170-[C(P63mc)]

-4.12528

-4.12488

icsd-193439-[Graphite(2H)]

-4.12523

-4.12486

icsd-30606-[Se(beta)]

-4.11116

-4.11378

icsd-157920-[IrV]

-4.10852

-4.10976

icsd-187431-[CaHg2]

-4.1038

-4.10341

icsd-56897-[SmNiSb]

-4.10378

-4.1034

icsd-189786-[Si(oS16)]

-4.09898

-4.0989

icsd-109012-[Li(cI16)]

-4.09522

-4.09745

icsd-245956-[Ge]

-4.08409

-4.08634

icsd-2091-[Se3S5]

-4.07101

-4.07487

icsd-248474-[Pu(oF8)]

-4.05918

-4.05829

icsd-27249-[CO]

-4.0576

-4.05891

icsd-26482-[N2(cP8)]

-4.0576

-4.05894

icsd-43216-[Sn(tI2)]

-4.04841

-4.04794

icsd-648333-[Pa]

-4.0484

-4.04795

icsd-246446-[Bi(III)]

-4.04839

-4.04794

icsd-105489-[FeB]

-4.04838

-4.04944

icsd-162256-[Ga]

-4.04834

-4.04763

icsd-52412-[Sc]

-4.0483

-4.04763

icsd-236858-[O8]

-4.04828

-4.04764

icsd-97742-[Sb2Te3]

-4.04796

-4.04741

icsd-31829-[Graphite(3R)]

-4.04324

-4.04295

icsd-76156-[bcc-W]

-4.04323

-4.0432

icsd-656457-[Po(hR1)]

-4.04322

-4.04306

icsd-194468-[I2]

-4.04322

-4.04305

icsd-644520-[N2(epsilon)]

-4.0432

-4.04299

icsd-15535-[O2(hR2)]

-4.01273

-4.01158

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

-4.01109

-4.00681

icsd-24892-[N2]

-4.01061

-4.00688

icsd-653797-[Pu(mS34)]

-4.00895

-4.01111

icsd-642937-[Mn(cP20)]

-3.98824

-3.99121

icsd-165132-[B28]

-3.98727

-3.98787

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

-3.97762

-3.9788

icsd-173517-[Ge(HP)]

-3.97218

-3.97038

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

-3.9702

-3.97184

icsd-52501-[Te(mP4)]

-3.96901

-3.96798

icsd-609832-[P(black)]

-3.96589

-3.96643

icsd-76041-[U(beta)]

-3.95173

-3.949

icsd-167204-[Ge(hP8)]

-3.95067

-3.9373

icsd-43539-[Ga(Cmcm)]

-3.94752

-3.94724

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

-3.94138

-3.94277

icsd-280872-[Ta(tP30)]

-3.94028

-3.93821

icsd-108326-[Cr3Si]

-3.91061

-3.90832

icsd-26463-[S12]

-3.88726

-3.88523

icsd-165725-[Co(tP28)]

-3.87854

-3.87666

icsd-37090-[S6]

-3.87074

-3.86761

icsd-28540-[H2]

-3.85338

-3.85283

icsd-42679-[Sb(mP4)]

-3.80835

-3.80748

icsd-189436-[B(tP50)]

-3.79511

-3.79379

icsd-109018-[Cs(HP)]

-3.72902

-3.72863

icsd-653719-[Bi]

-3.71832

-3.71452

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

-3.71552

-3.71507

icsd-162242-[Ca(III)]

-3.71547

-3.71484

icsd-56503-[GaSb]

-3.71089

-3.71073

icsd-236662-[Sn]

-3.71078

-3.71068

icsd-188336-[(Ca8)xCa2]

-3.61495

-3.61414

icsd-62747-[B(hR12)]

-3.61124

-3.61202

icsd-109027-[Sr(HP)]

-3.37117

-3.37177

icsd-616526-[As]

-3.37103

-3.37109

icsd-653045-[Se(gamma)]

-3.37102

-3.37108

icsd-43211-[Po(alpha)]

-3.371

-3.37084

icsd-181082-[C(P1)]

-3.371

-3.37084

icsd-88815-[Graphite(oS16)]

-3.28416

-3.28568

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

-2.97758

-2.98646

icsd-88820-[Si(HP)]

-2.97327

-2.9732

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

-2.18852

-2.18872

icsd-185973-[C3N2]

-1.982

-1.9807

Lattice parameters (hcp)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

32.886

3.654

3.654

5.689

90.0

90.0

120.0

DFT

32.579

3.643

3.643

5.668

90.0

90.0

120.0

Elastic constants (hcp)

1

2

3

4

5

6

59.9

19.3

22.3

0.0

0.0

0.0

19.3

59.9

22.3

0.0

0.0

0.0

22.3

22.3

82.6

0.0

0.0

0.0

0.0

0.0

0.0

21.1

0.0

0.0

0.0

0.0

0.0

0.0

21.1

0.0

0.0

0.0

0.0

0.0

0.0

20.3

Lattice parameters (Sm)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

32.446

3.617

3.617

25.776

90.0

90.0

120.0

DFT

32.295

3.608

3.608

25.786

90.0

90.0

120.0

Elastic constants (Sm)

1

2

3

4

5

6

65.0

20.0

20.1

2.4

0.0

0.0

20.0

65.0

20.1

-2.4

0.0

0.0

20.1

20.1

83.9

0.0

0.0

0.0

2.4

-2.4

0.0

21.2

0.0

0.0

0.0

0.0

0.0

0.0

21.2

2.4

0.0

0.0

0.0

0.0

2.4

22.5

Lattice parameters (La)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

32.162

3.601

3.601

11.453

90.0

90.0

120.0

DFT

32.177

3.59

3.59

11.535

90.0

90.0

120.0

Elastic constants (La)

1

2

3

4

5

6

69.4

23.3

19.6

0.0

0.0

0.0

23.3

69.4

19.6

0.0

0.0

0.0

19.6

19.6

80.0

0.0

0.0

0.0

0.0

0.0

0.0

23.1

0.0

0.0

0.0

0.0

0.0

0.0

23.1

0.0

0.0

0.0

0.0

0.0

0.0

23.1

Lattice parameters (Sn(tI2))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

32.826

4.181

4.181

3.755

90.0

90.0

90.0

DFT

32.599

4.168

4.168

3.752

90.0

90.0

90.0

Elastic constants (Sn(tI2))

1

2

3

4

5

6

10.6

58.3

25.1

0.0

0.0

0.0

58.3

10.6

25.1

0.0

0.0

0.0

25.1

25.1

46.1

0.0

0.0

0.0

0.0

0.0

0.0

20.6

0.0

0.0

0.0

0.0

0.0

0.0

20.6

0.0

0.0

0.0

0.0

0.0

0.0

23.2

Lattice parameters (Sn)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

32.906

6.231

6.231

3.39

90.0

90.0

90.0

DFT

32.754

6.208

6.208

3.4

90.0

90.0

90.0

Elastic constants (Sn)

1

2

3

4

5

6

16.5

78.7

15.2

0.0

0.0

0.0

78.7

16.5

15.2

0.0

0.0

0.0

15.2

15.2

56.7

0.0

0.0

0.0

0.0

0.0

0.0

-18.5

0.0

0.0

0.0

0.0

0.0

0.0

-18.5

0.0

0.0

0.0

0.0

0.0

0.0

-26.1

Lattice parameters (bcc)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

32.705

4.029

4.029

4.029

90.0

90.0

90.0

DFT

32.756

4.031

4.031

4.031

90.0

90.0

90.0

Elastic constants (bcc)

1

2

3

4

5

6

17.5

38.0

38.0

0.0

0.0

0.0

38.0

17.5

38.0

0.0

0.0

0.0

38.0

38.0

17.5

0.0

0.0

0.0

0.0

0.0

0.0

19.5

0.0

0.0

0.0

0.0

0.0

0.0

19.5

0.0

0.0

0.0

0.0

0.0

0.0

19.5

Lattice parameters (fcc)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

32.339

5.057

5.057

5.057

90.0

90.0

90.0

DFT

32.167

5.048

5.048

5.048

90.0

90.0

90.0

Elastic constants (fcc)

1

2

3

4

5

6

55.0

27.3

27.3

0.0

0.0

0.0

27.3

55.0

27.3

0.0

0.0

0.0

27.3

27.3

55.0

0.0

0.0

0.0

0.0

0.0

0.0

29.3

0.0

0.0

0.0

0.0

0.0

0.0

29.3

0.0

0.0

0.0

0.0

0.0

0.0

29.3

Lattice parameters (diamond)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

43.615

7.04

7.04

7.04

90.0

90.0

90.0

DFT

42.977

7.006

7.006

7.006

90.0

90.0

90.0

Elastic constants (diamond)

1

2

3

4

5

6

-16.2

30.5

30.5

0.0

0.0

0.0

30.5

-16.2

30.5

0.0

0.0

0.0

30.5

30.5

-16.2

0.0

0.0

0.0

0.0

0.0

0.0

-96.6

0.0

0.0

0.0

0.0

0.0

0.0

-96.6

0.0

0.0

0.0

0.0

0.0

0.0

-96.6

Lattice parameters (sc)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

34.811

3.265

3.265

3.265

90.0

90.0

90.0

DFT

34.495

3.255

3.255

3.255

90.0

90.0

90.0

Elastic constants (sc)

1

2

3

4

5

6

31.2

20.4

20.4

0.0

0.0

0.0

20.4

31.2

20.4

0.0

0.0

0.0

20.4

20.4

31.2

0.0

0.0

0.0

0.0

0.0

0.0

-24.6

0.0

0.0

0.0

0.0

0.0

0.0

-24.6

0.0

0.0

0.0

0.0

0.0

0.0

-24.6

Lattice parameters (Bi)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

32.339

6.194

6.194

3.576

90.0

90.0

109.47

DFT

32.842

6.755

6.357

3.4

90.0

115.87

90.0

Elastic constants (Bi)

1

2

3

4

5

6

70.4

17.0

22.1

0.0

0.0

7.3

17.0

75.6

17.0

0.0

0.0

0.0

22.1

17.0

70.4

0.0

0.0

-7.3

0.0

0.0

0.0

19.0

-7.3

0.0

0.0

0.0

0.0

-7.3

24.1

0.0

7.3

0.0

-7.3

0.0

0.0

19.0