gtinv-264 (Al-2021-08-04-all-icsd)

Energy distribution

../../../../_images/distribution1103.png

Equation of state

../../../../_images/e-v42.png

Equation of state for each structure

../../../../_images/e-v-sep1103.png

Prototype structure energy

../../../../_images/icsd-pred1103.png

Phonon density of states

../../../../_images/dos1103.png

Prototype structure energy, Lattice constants, Elastic constants

Prototype structure energy

Prototype

MLP (eV/atom)

DFT (eV/atom)

icsd-52914-[ccp-Cu]

-3.42756

-3.42526

icsd-248500-[O2(mS4)]

-3.42753

-3.4271

icsd-236858-[O8]

-3.42753

-3.42763

icsd-194468-[I2]

-3.42751

-3.42527

icsd-42679-[Sb(mP4)]

-3.42747

-3.42525

icsd-168172-[I(Immm)]

-3.42746

-3.42781

icsd-52501-[Te(mP4)]

-3.42744

-3.4276

icsd-639810-[In]

-3.42743

-3.42781

icsd-157920-[IrV]

-3.42742

-3.42781

icsd-189786-[Si(oS16)]

-3.42741

-3.4278

icsd-104296-[Hg(LT)]

-3.42737

-3.42852

icsd-108682-[Pr(hP6)]

-3.42734

-3.42836

icsd-161381-[K(HP)]

-3.41421

-3.41466

icsd-52916-[La]

-3.41417

-3.41463

icsd-652633-[Sm]

-3.40861

-3.4106

icsd-189460-[MnP]

-3.39547

-3.39617

icsd-652876-[hcp-Mg]

-3.39547

-3.39616

icsd-653381-[U]

-3.39547

-3.39616

icsd-31692-[Pu(mP16)]

-3.39528

-3.3946

icsd-248474-[Pu(oF8)]

-3.3846

-3.38532

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

-3.37549

-3.37719

icsd-109012-[Li(cI16)]

-3.37049

-3.36944

icsd-642937-[Mn(cP20)]

-3.36631

-3.36557

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

-3.36202

-3.36407

icsd-280872-[Ta(tP30)]

-3.36202

-3.36402

icsd-76041-[U(beta)]

-3.36164

-3.364

icsd-246446-[Bi(III)]

-3.3545

-3.35409

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

-3.35443

-3.3545

icsd-648333-[Pa]

-3.35441

-3.35407

icsd-653719-[Bi]

-3.35425

-3.35535

icsd-97742-[Sb2Te3]

-3.35423

-3.35493

icsd-105489-[FeB]

-3.35416

-3.35539

icsd-52412-[Sc]

-3.35413

-3.35536

icsd-108326-[Cr3Si]

-3.35042

-3.34838

icsd-43539-[Ga(Cmcm)]

-3.34529

-3.34598

icsd-30606-[Se(beta)]

-3.34319

-3.34326

icsd-43216-[Sn(tI2)]

-3.33303

-3.33288

icsd-165725-[Co(tP28)]

-3.33289

-3.33051

icsd-31829-[Graphite(3R)]

-3.3327

-3.3333

icsd-656457-[Po(hR1)]

-3.33269

-3.33331

icsd-76156-[bcc-W]

-3.33269

-3.33236

icsd-653797-[Pu(mS34)]

-3.33229

-3.33286

icsd-2091-[Se3S5]

-3.32455

-3.32717

icsd-167204-[Ge(hP8)]

-3.32445

-3.32482

icsd-26482-[N2(cP8)]

-3.32299

-3.3217

icsd-27249-[CO]

-3.32297

-3.32169

icsd-165132-[B28]

-3.32264

-3.32632

icsd-24892-[N2]

-3.3213

-3.32197

icsd-187431-[CaHg2]

-3.31488

-3.3143

icsd-56897-[SmNiSb]

-3.3148

-3.31422

icsd-37090-[S6]

-3.31351

-3.31409

icsd-609832-[P(black)]

-3.30031

-3.29886

icsd-28540-[H2]

-3.27547

-3.2766

icsd-57192-[Cs(tP8)]

-3.2668

-3.26584

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

-3.26641

-3.2653

icsd-109018-[Cs(HP)]

-3.25419

-3.25359

icsd-43251-[S8(Fddd)]

-3.24404

-3.25018

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

-3.21054

-3.20945

icsd-162242-[Ca(III)]

-3.21048

-3.21008

icsd-182587-[Nickeline-NiAs]

-3.20432

-3.20499

icsd-31170-[C(P63mc)]

-3.20432

-3.20505

icsd-88815-[Graphite(oS16)]

-3.17046

-3.17179

icsd-162256-[Ga]

-3.17025

-3.16972

icsd-56503-[GaSb]

-3.14904

-3.15027

icsd-236662-[Sn]

-3.14896

-3.15017

icsd-188336-[(Ca8)xCa2]

-3.14281

-3.14193

icsd-62747-[B(hR12)]

-3.13186

-3.16919

icsd-15535-[O2(hR2)]

-3.11049

-3.10874

icsd-653045-[Se(gamma)]

-3.05839

-3.05704

icsd-181082-[C(P1)]

-3.05839

-3.05812

icsd-43211-[Po(alpha)]

-3.05839

-3.05811

icsd-109027-[Sr(HP)]

-3.05839

-3.05812

icsd-616526-[As]

-3.05838

-3.05701

icsd-245956-[Ge]

-3.03717

-3.03782

icsd-644520-[N2(epsilon)]

-3.02159

-3.02057

icsd-26463-[S12]

-2.99775

-3.00145

icsd-182732-[BN(P1)]

-2.92982

-2.93124

icsd-193439-[Graphite(2H)]

-2.92948

-2.92864

icsd-189436-[B(tP50)]

-2.88303

-2.88331

icsd-88820-[Si(HP)]

-2.81675

-2.81843

icsd-173517-[Ge(HP)]

-2.76041

-2.76232

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

-2.68307

-2.68362

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

-2.67742

-2.67603

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

-2.66179

-2.66215

icsd-245950-[Ge(cF136)]

-2.65571

-2.65662

icsd-185973-[C3N2]

-2.54117

-2.53989

Lattice parameters (hcp)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

16.655

2.856

2.856

4.714

90.0

90.0

120.0

DFT

16.628

2.853

4.931

4.728

90.0

90.0

90.0

Elastic constants (hcp)

1

2

3

4

5

6

105.4

60.2

54.1

0.0

0.0

0.0

60.2

105.4

54.1

0.0

0.0

0.0

54.1

54.1

116.6

0.0

0.0

0.0

0.0

0.0

0.0

8.7

0.0

0.0

0.0

0.0

0.0

0.0

8.7

0.0

0.0

0.0

0.0

0.0

0.0

22.6

Lattice parameters (Sm)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

16.647

2.855

2.855

21.226

90.0

90.0

120.0

DFT

16.593

2.854

2.854

21.166

90.0

90.0

120.0

Elastic constants (Sm)

1

2

3

4

5

6

113.7

56.4

48.8

2.6

0.0

0.0

56.4

113.7

48.8

-2.6

0.0

0.0

48.8

48.8

113.2

0.0

0.0

0.0

2.6

-2.6

0.0

14.9

0.0

0.0

0.0

0.0

0.0

0.0

14.9

2.6

0.0

0.0

0.0

0.0

2.6

28.7

Lattice parameters (La)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

16.594

2.854

2.854

9.41

90.0

90.0

120.0

DFT

16.521

2.867

4.943

9.324

90.0

90.0

90.0

Elastic constants (La)

1

2

3

4

5

6

115.8

55.1

47.5

0.0

0.0

0.0

55.1

115.8

47.5

0.0

0.0

0.0

47.5

47.5

118.4

0.0

0.0

0.0

0.0

0.0

0.0

21.5

0.0

0.0

0.0

0.0

0.0

0.0

21.5

0.0

0.0

0.0

0.0

0.0

0.0

30.4

Lattice parameters (Sn(tI2))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

16.927

3.235

3.235

3.235

90.0

90.0

90.0

DFT

16.9

3.249

3.249

3.202

90.0

90.0

90.0

Elastic constants (Sn(tI2))

1

2

3

4

5

6

45.8

87.8

87.8

0.0

0.0

0.0

87.8

45.8

87.8

0.0

0.0

0.0

87.8

87.8

45.8

0.0

0.0

0.0

0.0

0.0

0.0

43.9

0.0

0.0

0.0

0.0

0.0

0.0

43.9

0.0

0.0

0.0

0.0

0.0

0.0

43.9

Lattice parameters (Sn)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

19.198

5.293

5.293

2.741

90.0

90.0

90.0

DFT

19.161

5.312

5.312

2.716

90.0

90.0

90.0

Elastic constants (Sn)

1

2

3

4

5

6

-438934.4

-177907.4

-73166.8

0.0

0.0

0.0

-177907.4

-2223.3

21.4

0.0

0.0

0.0

-73166.8

21.4

110.6

0.0

0.0

0.0

0.0

0.0

0.0

-36.7

0.0

0.0

0.0

0.0

0.0

0.0

-36.7

0.0

0.0

0.0

0.0

0.0

0.0

-18.7

Lattice parameters (bcc)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

16.927

3.235

3.235

3.235

90.0

90.0

90.0

DFT

16.873

3.232

3.232

3.232

90.0

90.0

90.0

Elastic constants (bcc)

1

2

3

4

5

6

45.8

87.8

87.8

0.0

0.0

0.0

87.8

45.8

87.8

0.0

0.0

0.0

87.8

87.8

45.8

0.0

0.0

0.0

0.0

0.0

0.0

43.9

0.0

0.0

0.0

0.0

0.0

0.0

43.9

0.0

0.0

0.0

0.0

0.0

0.0

43.9

Lattice parameters (fcc)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

16.503

4.041

4.041

4.041

90.0

90.0

90.0

DFT

16.487

4.04

4.04

4.04

90.0

90.0

90.0

Elastic constants (fcc)

1

2

3

4

5

6

114.5

56.8

56.8

0.0

0.0

0.0

56.8

114.5

56.8

0.0

0.0

0.0

56.8

56.8

114.5

0.0

0.0

0.0

0.0

0.0

0.0

34.1

0.0

0.0

0.0

0.0

0.0

0.0

34.1

0.0

0.0

0.0

0.0

0.0

0.0

34.1

Lattice parameters (diamond)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

27.617

6.045

6.045

6.045

90.0

90.0

90.0

DFT

27.566

6.042

6.042

6.042

90.0

90.0

90.0

Elastic constants (diamond)

1

2

3

4

5

6

9.2

38.7

38.7

0.0

0.0

0.0

38.7

9.2

38.7

0.0

0.0

0.0

38.7

38.7

9.2

0.0

0.0

0.0

0.0

0.0

0.0

-30.5

0.0

0.0

0.0

0.0

0.0

0.0

-30.5

0.0

0.0

0.0

0.0

0.0

0.0

-30.5

Lattice parameters (sc)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

20.162

2.722

2.722

2.722

90.0

90.0

90.0

DFT

20.144

2.721

2.721

2.721

90.0

90.0

90.0

Elastic constants (sc)

1

2

3

4

5

6

129.1

12.4

12.4

0.0

0.0

0.0

12.4

129.1

12.4

0.0

0.0

0.0

12.4

12.4

129.1

0.0

0.0

0.0

0.0

0.0

0.0

-12.0

0.0

0.0

0.0

0.0

0.0

0.0

-12.0

0.0

0.0

0.0

0.0

0.0

0.0

-12.0

Lattice parameters (Bi)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

17.04

3.473

3.473

2.826

90.0

90.0

90.0

DFT

16.997

3.484

3.484

2.8

90.0

90.0

90.0

Elastic constants (Bi)

1

2

3

4

5

6

30.9

96.4

58.0

0.0

0.0

0.0

96.4

30.9

58.0

0.0

0.0

0.0

58.0

58.0

123.1

0.0

0.0

0.0

0.0

0.0

0.0

23.6

0.0

0.0

0.0

0.0

0.0

0.0

23.6

0.0

0.0

0.0

0.0

0.0

0.0

48.1