polymlp-00048-hybrid-0002 (Ge-2024-06-06-hybrid)

Energy distribution

../../../../_images/distribution2436.png

Prototype structure energy

../../../../_images/polymlp_icsd_pred261.png

Equation of state

../../../../_images/polymlp_eos261.png

Equation of state for each structure

../../../../_images/polymlp_eos_sep261.png

Phonon density of states

../../../../_images/polymlp_phonon_dos261.png

Prototype structure energy

Prototype structure energy

Prototype

MLP (eV/atom)

DFT (eV/atom)

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

-3.72164

-3.72168

icsd-31829-[Graphite(3R)]

-3.72163

-3.7215

icsd-167204-[Ge(hP8)]

-3.71137

-3.71303

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

-3.70339

-3.70369

icsd-245950-[Ge(cF136)]

-3.69558

-3.69567

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

-3.63812

-3.63795

icsd-165132-[B28]

-3.60956

-3.61113

icsd-88820-[Si(HP)]

-3.58549

-3.58433

icsd-245956-[Ge]

-3.57591

-3.57956

icsd-173517-[Ge(HP)]

-3.57381

-3.58241

icsd-182732-[BN(P1)]

-3.50701

-3.50883

icsd-56503-[GaSb]

-3.50608

-3.50711

icsd-236662-[Sn]

-3.50607

-3.50711

icsd-653719-[Bi]

-3.50589

-3.50565

icsd-109012-[Li(cI16)]

-3.50059

-3.50066

icsd-189786-[Si(oS16)]

-3.49628

-3.50047

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

-3.49281

-3.49196

icsd-97742-[Sb2Te3]

-3.49272

-3.49261

icsd-653381-[U]

-3.49234

-3.49344

icsd-162256-[Ga]

-3.49223

-3.49396

icsd-52501-[Te(mP4)]

-3.49215

-3.49352

icsd-43211-[Po(alpha)]

-3.48942

-3.49268

icsd-181082-[C(P1)]

-3.48941

-3.49268

icsd-109027-[Sr(HP)]

-3.48941

-3.49268

icsd-162242-[Ca(III)]

-3.48941

-3.49027

icsd-653045-[Se(gamma)]

-3.48938

-3.48962

icsd-616526-[As]

-3.48935

-3.48961

icsd-42679-[Sb(mP4)]

-3.48903

-3.49002

icsd-644520-[N2(epsilon)]

-3.48895

-3.48896

icsd-57192-[Cs(tP8)]

-3.48893

-3.49278

icsd-26482-[N2(cP8)]

-3.48884

-3.49263

icsd-52412-[Sc]

-3.48878

-3.49237

icsd-27249-[CO]

-3.48873

-3.49255

icsd-31692-[Pu(mP16)]

-3.48653

-3.4914

icsd-182587-[Nickeline-NiAs]

-3.46938

-3.46989

icsd-31170-[C(P63mc)]

-3.46936

-3.4699

icsd-189460-[MnP]

-3.46914

-3.46955

icsd-43251-[S8(Fddd)]

-3.46587

-3.46655

icsd-30606-[Se(beta)]

-3.45793

-3.46384

icsd-109018-[Cs(HP)]

-3.43613

-3.43745

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

-3.43112

-3.43327

icsd-653797-[Pu(mS34)]

-3.42731

-3.43003

icsd-236858-[O8]

-3.42175

-3.42114

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

-3.42134

-3.41987

icsd-648333-[Pa]

-3.4184

-3.41686

icsd-246446-[Bi(III)]

-3.4184

-3.41686

icsd-189436-[B(tP50)]

-3.41432

-3.41433

icsd-56897-[SmNiSb]

-3.41393

-3.41304

icsd-187431-[CaHg2]

-3.41389

-3.41302

icsd-194468-[I2]

-3.41385

-3.41442

icsd-248500-[O2(mS4)]

-3.41144

-3.41279

icsd-639810-[In]

-3.41088

-3.41248

icsd-168172-[I(Immm)]

-3.41087

-3.41246

icsd-157920-[IrV]

-3.41023

-3.41222

icsd-52914-[ccp-Cu]

-3.41015

-3.41107

icsd-104296-[Hg(LT)]

-3.41014

-3.41006

icsd-108682-[Pr(hP6)]

-3.40999

-3.41049

icsd-15535-[O2(hR2)]

-3.40931

-3.4144

icsd-24892-[N2]

-3.40853

-3.41822

icsd-652876-[hcp-Mg]

-3.40676

-3.41203

icsd-652633-[Sm]

-3.40673

-3.41076

icsd-52916-[La]

-3.40611

-3.40631

icsd-161381-[K(HP)]

-3.40588

-3.40636

icsd-76156-[bcc-W]

-3.40303

-3.39819

icsd-43216-[Sn(tI2)]

-3.40303

-3.3982

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

-3.39801

-3.3996

icsd-280872-[Ta(tP30)]

-3.39795

-3.39954

icsd-76041-[U(beta)]

-3.39619

-3.3979

icsd-609832-[P(black)]

-3.39288

-3.3931

icsd-43539-[Ga(Cmcm)]

-3.39093

-3.39012

icsd-188336-[(Ca8)xCa2]

-3.38801

-3.3885

icsd-2091-[Se3S5]

-3.38562

-3.38706

icsd-165725-[Co(tP28)]

-3.38314

-3.38407

icsd-642937-[Mn(cP20)]

-3.38261

-3.37927

icsd-37090-[S6]

-3.37621

-3.37884

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

-3.37469

-3.37646

icsd-656457-[Po(hR1)]

-3.37086

-3.37108

icsd-105489-[FeB]

-3.36014

-3.36059

icsd-108326-[Cr3Si]

-3.3589

-3.35974

icsd-62747-[B(hR12)]

-3.35878

-3.35866

icsd-26463-[S12]

-3.34921

-3.34975

icsd-185973-[C3N2]

-3.34032

-3.34024

icsd-193439-[Graphite(2H)]

-3.29586

-3.29801

icsd-88815-[Graphite(oS16)]

-3.27989

-3.28265

icsd-28540-[H2]

-3.02972

-3.03709

Lattice constants

Lattice constants [fcc] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

78.4601

4.281

4.281

4.281

90.0

90.0

90.0

Lattice constants [bcc] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

38.6945

3.3823

3.3823

3.3823

90.0

90.0

90.0

Lattice constants [hcp] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

19.4641

2.887

2.887

2.6966

90.0

90.0

120.0

Lattice constants [sc] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

20.064

2.7173

2.7173

2.7173

90.0

90.0

90.0

Lattice constants [diamond] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

193.3905

5.7829

5.7829

5.7829

90.0

90.0

90.0

Lattice constants [Ga] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

38.9284

5.0003

2.6966

2.887

90.0

90.0

90.0

Lattice constants [In] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

39.2236

2.9239

2.9239

4.5879

90.0

90.0

90.0

Lattice constants [Sn] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

77.7587

5.2032

5.2032

2.8722

90.0

90.0

90.0

Lattice constants [Sn(tI2)] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

38.9027

3.5999

3.5999

3.0019

90.0

90.0

90.0

Lattice constants [Si(I4mmm)] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

204.8874

7.0826

7.0826

4.0844

90.0

90.0

90.0

Elastic constants

Elastic constants [fcc]

1

2

3

4

5

6

56.9

65.6

65.6

0.0

0.0

0.0

65.6

56.9

65.6

0.0

0.0

0.0

65.6

65.6

56.9

0.0

0.0

0.0

0.0

0.0

0.0

16.2

0.0

0.0

0.0

0.0

0.0

0.0

16.2

0.0

0.0

0.0

0.0

0.0

0.0

16.2

Elastic constants [bcc]

1

2

3

4

5

6

47.4

70.7

70.7

0.0

0.0

0.0

70.7

47.4

70.7

0.0

0.0

0.0

70.7

70.7

47.4

0.0

0.0

0.0

0.0

0.0

0.0

15.8

0.0

0.0

0.0

0.0

0.0

0.0

15.8

0.0

0.0

0.0

0.0

0.0

0.0

15.8

Elastic constants [hcp]

1

2

3

4

5

6

106.4

75.5

13.7

0.0

0.0

0.0

75.5

106.4

13.7

0.0

0.0

0.0

13.7

13.7

191.3

0.0

0.0

0.0

0.0

0.0

0.0

33.4

0.0

0.0

0.0

0.0

0.0

0.0

33.5

0.0

0.0

0.0

0.0

0.0

0.0

15.5

Elastic constants [sc]

1

2

3

4

5

6

152.0

29.7

29.7

0.0

0.0

0.0

29.7

152.0

29.7

0.0

0.0

0.0

29.7

29.7

152.0

0.0

0.0

0.0

0.0

0.0

0.0

11.4

0.0

0.0

0.0

0.0

0.0

0.0

11.4

0.0

0.0

0.0

0.0

0.0

0.0

11.4

Elastic constants [diamond]

1

2

3

4

5

6

101.9

41.4

41.4

0.0

0.0

0.0

41.4

101.9

41.4

0.0

0.0

0.0

41.4

41.4

101.9

0.0

0.0

0.0

0.0

0.0

0.0

69.1

0.0

0.0

0.0

0.0

0.0

0.0

69.1

0.0

0.0

0.0

0.0

0.0

0.0

69.1

Elastic constants [Ga]

1

2

3

4

5

6

191.3

13.7

13.7

0.0

0.0

0.0

13.7

106.4

75.5

0.0

0.0

0.0

13.7

75.5

106.4

0.0

0.0

0.0

0.0

0.0

0.0

15.5

0.0

0.0

0.0

0.0

0.0

0.0

33.4

0.0

0.0

0.0

0.0

0.0

0.0

33.5

Elastic constants [In]

1

2

3

4

5

6

91.5

31.7

54.5

0.0

0.0

0.0

31.7

91.5

54.5

0.0

0.0

0.0

54.5

54.5

67.3

0.0

0.0

0.0

0.0

0.0

0.0

10.2

0.0

0.0

0.0

0.0

0.0

0.0

10.2

0.0

0.0

0.0

0.0

0.0

0.0

0.0

Elastic constants [Sn]

1

2

3

4

5

6

163.1

7.2

43.8

0.0

0.0

0.0

7.2

163.1

43.8

0.0

0.0

0.0

43.8

43.8

111.5

0.0

0.0

0.0

0.0

0.0

0.0

29.7

0.0

0.0

0.0

0.0

0.0

0.0

29.7

0.0

0.0

0.0

0.0

0.0

0.0

35.4

Elastic constants [Sn(tI2)]

1

2

3

4

5

6

73.8

66.4

57.7

0.0

0.0

0.0

66.4

73.8

57.7

0.0

0.0

0.0

57.7

57.7

104.2

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

38.1

Elastic constants [Si(I4mmm)]

1

2

3

4

5

6

139.7

23.4

22.3

0.0

0.0

0.0

23.4

139.7

22.3

0.0

0.0

0.0

22.3

22.3

134.8

0.0

0.0

0.0

0.0

0.0

0.0

40.8

0.0

0.0

0.0

0.0

0.0

0.0

40.8

0.0

0.0

0.0

0.0

0.0

0.0

32.5