gtinv-294 (Hg-2021-08-10-all-icsd)

Energy distribution

../../../../_images/distribution1435.png

Equation of state

../../../../_images/e-v374.png

Equation of state for each structure

../../../../_images/e-v-sep1435.png

Prototype structure energy

../../../../_images/icsd-pred1435.png

Phonon density of states

../../../../_images/dos1435.png

Prototype structure energy, Lattice constants, Elastic constants

Prototype structure energy

Prototype

MLP (eV/atom)

DFT (eV/atom)

icsd-189786-[Si(oS16)]

-0.17884

-0.17793

icsd-31692-[Pu(mP16)]

-0.17596

-0.17589

icsd-652876-[hcp-Mg]

-0.1755

-0.17544

icsd-653381-[U]

-0.17447

-0.17433

icsd-30606-[Se(beta)]

-0.17437

-0.17706

icsd-76041-[U(beta)]

-0.17417

-0.17489

icsd-642937-[Mn(cP20)]

-0.17325

-0.17362

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

-0.17315

-0.17263

icsd-652633-[Sm]

-0.17282

-0.17304

icsd-52916-[La]

-0.17156

-0.17143

icsd-161381-[K(HP)]

-0.17154

-0.17142

icsd-109012-[Li(cI16)]

-0.17143

-0.1698

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

-0.17134

-0.17271

icsd-653797-[Pu(mS34)]

-0.17045

-0.17076

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

-0.17041

-0.17001

icsd-105489-[FeB]

-0.17039

-0.16877

icsd-280872-[Ta(tP30)]

-0.17036

-0.16994

icsd-31170-[C(P63mc)]

-0.17021

-0.17012

icsd-173517-[Ge(HP)]

-0.1699

-0.16988

icsd-26482-[N2(cP8)]

-0.16979

-0.16986

icsd-52412-[Sc]

-0.16904

-0.17071

icsd-97742-[Sb2Te3]

-0.16895

-0.16926

icsd-56897-[SmNiSb]

-0.16879

-0.1693

icsd-187431-[CaHg2]

-0.16871

-0.16925

icsd-648333-[Pa]

-0.16866

-0.16925

icsd-157920-[IrV]

-0.16857

-0.1683

icsd-656457-[Po(hR1)]

-0.16849

-0.16855

icsd-245956-[Ge]

-0.16843

-0.16954

icsd-194468-[I2]

-0.16806

-0.16965

icsd-644520-[N2(epsilon)]

-0.16803

-0.16926

icsd-76156-[bcc-W]

-0.16788

-0.16861

icsd-246446-[Bi(III)]

-0.16781

-0.16852

icsd-43216-[Sn(tI2)]

-0.16749

-0.16827

icsd-165725-[Co(tP28)]

-0.16741

-0.16719

icsd-52501-[Te(mP4)]

-0.16646

-0.16544

icsd-57192-[Cs(tP8)]

-0.16556

-0.16471

icsd-108682-[Pr(hP6)]

-0.16546

-0.16411

icsd-108326-[Cr3Si]

-0.16537

-0.16451

icsd-43251-[S8(Fddd)]

-0.16393

-0.16379

icsd-248474-[Pu(oF8)]

-0.16341

-0.1635

icsd-2091-[Se3S5]

-0.16306

-0.1635

icsd-109018-[Cs(HP)]

-0.16031

-0.15882

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

-0.15996

-0.15975

icsd-189460-[MnP]

-0.15983

-0.16148

icsd-162256-[Ga]

-0.15976

-0.1595

icsd-52914-[ccp-Cu]

-0.15972

-0.15948

icsd-42679-[Sb(mP4)]

-0.15911

-0.16057

icsd-639810-[In]

-0.1588

-0.15787

icsd-37090-[S6]

-0.15875

-0.15868

icsd-609832-[P(black)]

-0.15862

-0.16126

icsd-168172-[I(Immm)]

-0.15855

-0.15766

icsd-248500-[O2(mS4)]

-0.15829

-0.15834

icsd-653719-[Bi]

-0.15826

-0.1578

icsd-236662-[Sn]

-0.15793

-0.15783

icsd-56503-[GaSb]

-0.15793

-0.15784

icsd-165132-[B28]

-0.15789

-0.15905

icsd-26463-[S12]

-0.15487

-0.15645

icsd-31829-[Graphite(3R)]

-0.15479

-0.15456

icsd-189436-[B(tP50)]

-0.15471

-0.15577

icsd-104296-[Hg(LT)]

-0.15408

-0.1539

icsd-162242-[Ca(III)]

-0.15312

-0.15295

icsd-43539-[Ga(Cmcm)]

-0.15276

-0.1582

icsd-28540-[H2]

-0.15267

-0.1525

icsd-616526-[As]

-0.15254

-0.15322

icsd-15535-[O2(hR2)]

-0.15246

-0.15382

icsd-109027-[Sr(HP)]

-0.15235

-0.15251

icsd-182732-[BN(P1)]

-0.15235

-0.15254

icsd-181082-[C(P1)]

-0.15233

-0.15249

icsd-653045-[Se(gamma)]

-0.15231

-0.1502

icsd-43211-[Po(alpha)]

-0.15231

-0.15245

icsd-24892-[N2]

-0.15185

-0.15192

icsd-182587-[Nickeline-NiAs]

-0.14802

-0.14805

icsd-62747-[B(hR12)]

-0.14608

-0.14592

icsd-245950-[Ge(cF136)]

-0.14548

-0.14543

icsd-185973-[C3N2]

-0.13163

-0.13056

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

-0.12144

-0.12089

icsd-88815-[Graphite(oS16)]

-0.11839

-0.12009

icsd-193439-[Graphite(2H)]

-0.11498

-0.11414

icsd-88820-[Si(HP)]

-0.11408

-0.11509

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

-0.09751

-0.09358

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

-0.07793

-0.08069

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

-0.07462

-0.07526

icsd-167204-[Ge(hP8)]

-0.07419

-0.07521

Lattice parameters (hcp)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

31.443

3.599

6.234

5.606

90.0

90.0

90.0

DFT

29.421

3.535

6.069

5.485

90.0

90.0

90.0

Elastic constants (hcp)

1

2

3

4

5

6

10.7

7.3

7.3

0.0

0.0

0.0

7.3

10.7

7.3

0.0

0.0

0.0

7.3

7.3

12.2

0.0

0.0

0.0

0.0

0.0

0.0

2.6

0.0

0.0

0.0

0.0

0.0

0.0

2.6

0.0

0.0

0.0

0.0

0.0

0.0

1.7

Lattice parameters (Sm)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

31.614

3.598

3.598

25.372

90.0

90.0

120.0

DFT

29.482

3.514

3.514

24.805

90.0

90.0

120.0

Elastic constants (Sm)

1

2

3

4

5

6

11.3

6.5

6.2

0.9

0.0

0.0

6.5

11.3

6.2

-0.9

0.0

0.0

6.2

6.2

13.7

0.0

0.0

0.0

0.9

-0.9

0.0

2.4

0.0

0.0

0.0

0.0

0.0

0.0

2.4

0.9

0.0

0.0

0.0

0.0

0.9

2.4

Lattice parameters (La)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

31.483

3.597

3.597

11.241

90.0

90.0

120.0

DFT

29.34

3.506

3.506

11.025

90.0

90.0

120.0

Elastic constants (La)

1

2

3

4

5

6

10.3

7.3

6.1

0.0

0.0

0.0

7.3

10.3

6.1

0.0

0.0

0.0

6.1

6.1

11.1

0.0

0.0

0.0

0.0

0.0

0.0

3.0

0.0

0.0

0.0

0.0

0.0

0.0

3.0

0.0

0.0

0.0

0.0

0.0

0.0

1.5

Lattice parameters (Sn(tI2))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

29.722

3.903

3.903

3.903

90.0

90.0

90.0

DFT

27.652

3.81

3.81

3.81

90.0

90.0

90.0

Elastic constants (Sn(tI2))

1

2

3

4

5

6

7.3

5.9

5.9

0.0

0.0

0.0

5.9

7.3

5.9

0.0

0.0

0.0

5.9

5.9

7.3

0.0

0.0

0.0

0.0

0.0

0.0

3.1

0.0

0.0

0.0

0.0

0.0

0.0

3.1

0.0

0.0

0.0

0.0

0.0

0.0

3.1

Lattice parameters (Sn)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

29.656

6.095

6.095

3.194

90.0

90.0

90.0

DFT

28.254

5.979

5.979

3.161

90.0

90.0

90.0

Elastic constants (Sn)

1

2

3

4

5

6

25.0

2.2

9.6

0.0

0.0

0.0

2.2

25.0

9.6

0.0

0.0

0.0

9.6

9.6

25.0

0.0

0.0

0.0

0.0

0.0

0.0

0.6

0.0

0.0

0.0

0.0

0.0

0.0

0.6

0.0

0.0

0.0

0.0

0.0

0.0

0.8

Lattice parameters (bcc)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

29.722

3.903

3.903

3.903

90.0

90.0

90.0

DFT

27.731

3.814

3.814

3.814

90.0

90.0

90.0

Elastic constants (bcc)

1

2

3

4

5

6

7.3

5.9

5.9

0.0

0.0

0.0

5.9

7.3

5.9

0.0

0.0

0.0

5.9

5.9

7.3

0.0

0.0

0.0

0.0

0.0

0.0

3.1

0.0

0.0

0.0

0.0

0.0

0.0

3.1

0.0

0.0

0.0

0.0

0.0

0.0

3.1

Lattice parameters (fcc)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

32.855

5.084

5.084

5.084

90.0

90.0

90.0

DFT

29.68

4.915

4.915

4.915

90.0

90.0

90.0

Elastic constants (fcc)

1

2

3

4

5

6

9.6

5.8

5.8

0.0

0.0

0.0

5.8

9.6

5.8

0.0

0.0

0.0

5.8

5.8

9.6

0.0

0.0

0.0

0.0

0.0

0.0

4.9

0.0

0.0

0.0

0.0

0.0

0.0

4.9

0.0

0.0

0.0

0.0

0.0

0.0

4.9

Lattice parameters (diamond)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

57.404

7.715

7.715

7.715

90.0

90.0

90.0

DFT

45.142

7.121

7.121

7.121

90.0

90.0

90.0

Elastic constants (diamond)

1

2

3

4

5

6

1.8

1.9

1.9

0.0

0.0

0.0

1.9

1.8

1.9

0.0

0.0

0.0

1.9

1.9

1.8

0.0

0.0

0.0

0.0

0.0

0.0

-0.2

0.0

0.0

0.0

0.0

0.0

0.0

-0.2

0.0

0.0

0.0

0.0

0.0

0.0

-0.2

Lattice parameters (sc)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

30.475

3.124

3.124

3.124

90.0

90.0

90.0

DFT

29.002

3.072

3.072

3.072

90.0

90.0

90.0

Elastic constants (sc)

1

2

3

4

5

6

22.6

3.1

3.1

0.0

0.0

0.0

3.1

22.6

3.1

0.0

0.0

0.0

3.1

3.1

22.6

0.0

0.0

0.0

0.0

0.0

0.0

-0.4

0.0

0.0

0.0

0.0

0.0

0.0

-0.4

0.0

0.0

0.0

0.0

0.0

0.0

-0.4

Lattice parameters (Bi)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

29.69

6.44

6.139

3.263

96.35

111.87

84.3

DFT

28.241

6.386

6.007

3.171

90.0

111.77

90.0

Elastic constants (Bi)

1

2

3

4

5

6

18.8

6.9

9.8

0.6

0.9

-2.7

6.9

26.4

5.2

-1.0

0.4

1.1

9.8

5.2

20.1

0.7

-3.6

-1.5

0.6

-1.0

0.7

1.4

-0.3

0.3

0.9

0.4

-3.6

-0.3

6.4

0.1

-2.7

1.1

-1.5

0.3

0.1

2.9