gtinv-177 (Zn-2021-08-04-all-icsd)

Energy distribution

../../../../_images/distribution2068.png

Equation of state

../../../../_images/e-v1007.png

Equation of state for each structure

../../../../_images/e-v-sep2068.png

Prototype structure energy

../../../../_images/icsd-pred2068.png

Phonon density of states

../../../../_images/dos2068.png

Prototype structure energy, Lattice constants, Elastic constants

Prototype structure energy

Prototype

MLP (eV/atom)

DFT (eV/atom)

icsd-652876-[hcp-Mg]

-1.09813

-1.09853

icsd-653381-[U]

-1.09804

-1.09848

icsd-236858-[O8]

-1.0978

-1.10019

icsd-105489-[FeB]

-1.09769

-1.09581

icsd-31692-[Pu(mP16)]

-1.09712

-1.09826

icsd-652633-[Sm]

-1.09259

-1.09287

icsd-52916-[La]

-1.08947

-1.09094

icsd-31170-[C(P63mc)]

-1.08941

-1.09093

icsd-161381-[K(HP)]

-1.08936

-1.09081

icsd-108682-[Pr(hP6)]

-1.08051

-1.07733

icsd-52501-[Te(mP4)]

-1.07972

-1.07924

icsd-246446-[Bi(III)]

-1.07952

-1.07886

icsd-648333-[Pa]

-1.07936

-1.07888

icsd-43216-[Sn(tI2)]

-1.07934

-1.07888

icsd-248500-[O2(mS4)]

-1.07923

-1.0792

icsd-42679-[Sb(mP4)]

-1.07918

-1.08086

icsd-189786-[Si(oS16)]

-1.07802

-1.07937

icsd-97742-[Sb2Te3]

-1.07716

-1.07713

icsd-168172-[I(Immm)]

-1.07603

-1.07668

icsd-104296-[Hg(LT)]

-1.07594

-1.07713

icsd-157920-[IrV]

-1.07592

-1.07554

icsd-52914-[ccp-Cu]

-1.07586

-1.07597

icsd-52412-[Sc]

-1.07584

-1.07595

icsd-639810-[In]

-1.07584

-1.07691

icsd-653045-[Se(gamma)]

-1.07578

-1.07552

icsd-57192-[Cs(tP8)]

-1.07577

-1.07684

icsd-194468-[I2]

-1.07577

-1.07533

icsd-616526-[As]

-1.07563

-1.07564

icsd-43539-[Ga(Cmcm)]

-1.07431

-1.07693

icsd-642937-[Mn(cP20)]

-1.06924

-1.07156

icsd-76041-[U(beta)]

-1.06689

-1.06844

icsd-108326-[Cr3Si]

-1.06543

-1.06504

icsd-248474-[Pu(oF8)]

-1.0635

-1.06275

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

-1.06207

-1.06263

icsd-280872-[Ta(tP30)]

-1.0619

-1.06256

icsd-30606-[Se(beta)]

-1.06001

-1.06413

icsd-109012-[Li(cI16)]

-1.05908

-1.0556

icsd-165725-[Co(tP28)]

-1.05825

-1.058

icsd-653797-[Pu(mS34)]

-1.05732

-1.06008

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

-1.05411

-1.05222

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

-1.05357

-1.05371

icsd-27249-[CO]

-1.05123

-1.05159

icsd-26482-[N2(cP8)]

-1.05123

-1.05159

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

-1.03773

-1.04046

icsd-165132-[B28]

-1.03767

-1.03431

icsd-31829-[Graphite(3R)]

-1.03558

-1.03736

icsd-15535-[O2(hR2)]

-1.03543

-1.03743

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

-1.03517

-1.0369

icsd-24892-[N2]

-1.03503

-1.03699

icsd-2091-[Se3S5]

-1.02929

-1.03035

icsd-56897-[SmNiSb]

-1.01733

-1.0176

icsd-656457-[Po(hR1)]

-1.01512

-1.01524

icsd-76156-[bcc-W]

-1.0151

-1.0159

icsd-644520-[N2(epsilon)]

-1.01432

-1.01508

icsd-187431-[CaHg2]

-1.01414

-1.01575

icsd-189460-[MnP]

-1.00991

-1.01104

icsd-43251-[S8(Fddd)]

-0.99967

-1.00031

icsd-26463-[S12]

-0.99952

-1.00618

icsd-109018-[Cs(HP)]

-0.99285

-0.99371

icsd-28540-[H2]

-0.98981

-0.98962

icsd-188336-[(Ca8)xCa2]

-0.9898

-0.98935

icsd-182732-[BN(P1)]

-0.98977

-0.98938

icsd-609832-[P(black)]

-0.98975

-0.98935

icsd-162242-[Ca(III)]

-0.98693

-0.98716

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

-0.98659

-0.98703

icsd-56503-[GaSb]

-0.98627

-0.98658

icsd-182587-[Nickeline-NiAs]

-0.96532

-0.96345

icsd-162256-[Ga]

-0.95192

-0.95241

icsd-653719-[Bi]

-0.93786

-0.93737

icsd-236662-[Sn]

-0.91895

-0.91646

icsd-62747-[B(hR12)]

-0.91736

-0.91688

icsd-189436-[B(tP50)]

-0.91225

-0.91286

icsd-245956-[Ge]

-0.88336

-0.88452

icsd-88815-[Graphite(oS16)]

-0.87321

-0.87219

icsd-43211-[Po(alpha)]

-0.87315

-0.87343

icsd-181082-[C(P1)]

-0.87315

-0.87343

icsd-109027-[Sr(HP)]

-0.8727

-0.87026

icsd-185973-[C3N2]

-0.80957

-0.809

icsd-37090-[S6]

-0.78402

-0.7859

icsd-193439-[Graphite(2H)]

-0.78215

-0.78183

icsd-88820-[Si(HP)]

-0.72131

-0.72175

icsd-173517-[Ge(HP)]

-0.67271

-0.67255

icsd-245950-[Ge(cF136)]

-0.64285

-0.64321

icsd-167204-[Ge(hP8)]

-0.63716

-0.63904

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

-0.63189

-0.63358

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

-0.62302

-0.62318

Lattice parameters (hcp)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

15.307

2.661

2.661

4.993

90.0

90.0

120.0

DFT

15.274

2.648

2.648

5.029

90.0

90.0

120.0

Elastic constants (hcp)

1

2

3

4

5

6

148.1

67.6

65.1

0.0

0.0

0.0

67.6

148.1

65.1

0.0

0.0

0.0

65.1

65.1

84.0

0.0

0.0

0.0

0.0

0.0

0.0

26.7

0.0

0.0

0.0

0.0

0.0

0.0

26.7

0.0

0.0

0.0

0.0

0.0

0.0

40.2

Lattice parameters (Sm)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

15.333

2.656

2.656

22.594

90.0

90.0

120.0

DFT

15.235

2.657

2.657

22.431

90.0

90.0

120.0

Elastic constants (Sm)

1

2

3

4

5

6

140.0

64.7

60.2

-3.6

0.0

0.0

64.7

140.0

60.2

3.6

0.0

0.0

60.2

60.2

78.0

0.0

0.0

0.0

-3.6

3.6

0.0

20.6

0.0

0.0

0.0

0.0

0.0

0.0

20.6

-3.6

0.0

0.0

0.0

0.0

-3.6

37.6

Lattice parameters (La)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

15.341

2.654

4.596

10.063

90.0

90.0

90.0

DFT

15.333

2.647

4.565

10.149

90.0

90.0

90.0

Elastic constants (La)

1

2

3

4

5

6

134.6

64.3

58.3

0.0

0.0

0.0

64.3

134.6

58.3

0.0

0.0

0.0

58.3

58.3

76.4

0.0

0.0

0.0

0.0

0.0

0.0

18.6

0.0

0.0

0.0

0.0

0.0

0.0

18.6

0.0

0.0

0.0

0.0

0.0

0.0

35.2

Lattice parameters (Sn(tI2))

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

15.542

3.449

3.449

2.613

90.0

90.0

90.0

DFT

15.481

3.433

3.433

2.627

90.0

90.0

90.0

Elastic constants (Sn(tI2))

1

2

3

4

5

6

85.6

82.7

56.4

0.0

0.0

0.0

82.7

85.6

56.4

0.0

0.0

0.0

56.4

56.4

176.3

0.0

0.0

0.0

0.0

0.0

0.0

41.0

0.0

0.0

0.0

0.0

0.0

0.0

41.0

0.0

0.0

0.0

0.0

0.0

0.0

8.4

Lattice parameters (Sn)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

17.387

5.207

5.207

2.565

90.0

90.0

90.0

DFT

17.371

5.198

5.198

2.572

90.0

90.0

90.0

Elastic constants (Sn)

1

2

3

4

5

6

18.1

35.0

31.0

0.0

0.0

0.0

35.0

18.1

31.0

0.0

0.0

0.0

31.0

31.0

119.9

0.0

0.0

0.0

0.0

0.0

0.0

-14.2

0.0

0.0

0.0

0.0

0.0

0.0

-14.2

0.0

0.0

0.0

0.0

0.0

0.0

-9.6

Lattice parameters (bcc)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

15.395

3.134

3.134

3.134

90.0

90.0

90.0

DFT

15.373

3.133

3.133

3.133

90.0

90.0

90.0

Elastic constants (bcc)

1

2

3

4

5

6

24.8

83.0

83.0

0.0

0.0

0.0

83.0

24.8

83.0

0.0

0.0

0.0

83.0

83.0

24.8

0.0

0.0

0.0

0.0

0.0

0.0

-1.2

0.0

0.0

0.0

0.0

0.0

0.0

-1.2

0.0

0.0

0.0

0.0

0.0

0.0

-1.2

Lattice parameters (fcc)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

15.223

3.934

3.934

3.934

90.0

90.0

90.0

DFT

15.178

3.93

3.93

3.93

90.0

90.0

90.0

Elastic constants (fcc)

1

2

3

4

5

6

102.0

57.2

57.2

0.0

0.0

0.0

57.2

102.0

57.2

0.0

0.0

0.0

57.2

57.2

102.0

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

-4.0

Lattice parameters (diamond)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

24.841

5.836

5.836

5.836

90.0

90.0

90.0

DFT

24.671

5.822

5.822

5.822

90.0

90.0

90.0

Elastic constants (diamond)

1

2

3

4

5

6

21.9

30.2

30.2

0.0

0.0

0.0

30.2

21.9

30.2

0.0

0.0

0.0

30.2

30.2

21.9

0.0

0.0

0.0

0.0

0.0

0.0

-15.4

0.0

0.0

0.0

0.0

0.0

0.0

-15.4

0.0

0.0

0.0

0.0

0.0

0.0

-15.4

Lattice parameters (sc)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

18.322

2.636

2.636

2.636

90.0

90.0

90.0

DFT

18.149

2.628

2.628

2.628

90.0

90.0

90.0

Elastic constants (sc)

1

2

3

4

5

6

81.1

34.5

34.5

0.0

0.0

0.0

34.5

81.1

34.5

0.0

0.0

0.0

34.5

34.5

81.1

0.0

0.0

0.0

0.0

0.0

0.0

-9.5

0.0

0.0

0.0

0.0

0.0

0.0

-9.5

0.0

0.0

0.0

0.0

0.0

0.0

-9.5

Lattice parameters (Bi)

V (A^3/atom)

a (A)

b (A)

c (A)

alpha

beta

gamma

MLP

15.383

5.313

5.896

2.656

63.22

120.0

90.0

DFT

17.26

5.203

5.366

2.626

90.0

109.65

90.0

Elastic constants (Bi)

1

2

3

4

5

6

123.7

65.3

57.4

4.1

0.0

0.0

65.3

72.1

63.0

7.4

0.0

0.0

57.4

63.0

108.9

16.5

0.0

0.0

4.1

7.4

16.5

13.6

0.0

0.0

0.0

0.0

0.0

0.0

20.0

5.4

0.0

0.0

0.0

0.0

5.4

13.3