manual1 (Ca-2024-06-05)

Energy distribution

../../../../_images/distribution2331.png

Prototype structure energy

../../../../_images/polymlp_icsd_pred156.png

Equation of state

../../../../_images/polymlp_eos156.png

Equation of state for each structure

../../../../_images/polymlp_eos_sep156.png

Phonon density of states

../../../../_images/polymlp_phonon_dos156.png

Prototype structure energy

Prototype structure energy

Prototype

MLP (eV/atom)

DFT (eV/atom)

icsd-52914-[ccp-Cu]

-1.91378

-1.91481

icsd-104296-[Hg(LT)]

-1.91378

-1.91492

icsd-15535-[O2(hR2)]

-1.91377

-1.91463

icsd-168172-[I(Immm)]

-1.91376

-1.91478

icsd-236858-[O8]

-1.91374

-1.91478

icsd-57192-[Cs(tP8)]

-1.91373

-1.91447

icsd-52501-[Te(mP4)]

-1.91372

-1.91461

icsd-189786-[Si(oS16)]

-1.91372

-1.91473

icsd-639810-[In]

-1.91367

-1.91472

icsd-248500-[O2(mS4)]

-1.91365

-1.91469

icsd-108682-[Pr(hP6)]

-1.91348

-1.91463

icsd-52916-[La]

-1.91191

-1.91039

icsd-182587-[Nickeline-NiAs]

-1.9119

-1.9104

icsd-161381-[K(HP)]

-1.9119

-1.91038

icsd-31170-[C(P63mc)]

-1.91147

-1.90993

icsd-652633-[Sm]

-1.91119

-1.9106

icsd-652876-[hcp-Mg]

-1.91022

-1.90909

icsd-31692-[Pu(mP16)]

-1.9099

-1.90892

icsd-653381-[U]

-1.90984

-1.90889

icsd-157920-[IrV]

-1.89912

-1.89868

icsd-97742-[Sb2Te3]

-1.89754

-1.8976

icsd-616526-[As]

-1.89752

-1.89737

icsd-76156-[bcc-W]

-1.89752

-1.89701

icsd-656457-[Po(hR1)]

-1.89751

-1.89735

icsd-246446-[Bi(III)]

-1.8975

-1.8972

icsd-105489-[FeB]

-1.89747

-1.89736

icsd-52412-[Sc]

-1.89746

-1.89752

icsd-194468-[I2]

-1.89744

-1.89711

icsd-43216-[Sn(tI2)]

-1.89743

-1.89729

icsd-648333-[Pa]

-1.89742

-1.89731

icsd-109012-[Li(cI16)]

-1.89732

-1.89706

icsd-30606-[Se(beta)]

-1.88887

-1.88815

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

-1.88186

-1.88245

icsd-76041-[U(beta)]

-1.88181

-1.88254

icsd-280872-[Ta(tP30)]

-1.88178

-1.88213

icsd-248474-[Pu(oF8)]

-1.88052

-1.88036

icsd-642937-[Mn(cP20)]

-1.87998

-1.87851

icsd-108326-[Cr3Si]

-1.8756

-1.87591

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

-1.86844

-1.86819

icsd-187431-[CaHg2]

-1.86007

-1.85978

icsd-56897-[SmNiSb]

-1.86005

-1.8598

icsd-653797-[Pu(mS34)]

-1.85693

-1.85766

icsd-27249-[CO]

-1.84004

-1.84067

icsd-26482-[N2(cP8)]

-1.84003

-1.84066

icsd-2091-[Se3S5]

-1.83459

-1.83551

icsd-165725-[Co(tP28)]

-1.82952

-1.83226

icsd-189436-[B(tP50)]

-1.81465

-1.8141

icsd-167204-[Ge(hP8)]

-1.79265

-1.79533

icsd-43539-[Ga(Cmcm)]

-1.78629

-1.7883

icsd-609832-[P(black)]

-1.78503

-1.78445

icsd-37090-[S6]

-1.75804

-1.75934

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

-1.75637

-1.75715

icsd-644520-[N2(epsilon)]

-1.70762

-1.70825

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

-1.68289

-1.6825

icsd-42679-[Sb(mP4)]

-1.67232

-1.67104

icsd-189460-[MnP]

-1.66955

-1.6685

icsd-109018-[Cs(HP)]

-1.6672

-1.66719

icsd-653719-[Bi]

-1.65719

-1.65445

icsd-236662-[Sn]

-1.65569

-1.65332

icsd-56503-[GaSb]

-1.65568

-1.65332

icsd-162256-[Ga]

-1.63929

-1.63903

icsd-188336-[(Ca8)xCa2]

-1.59748

-1.59778

icsd-181082-[C(P1)]

-1.51899

-1.51777

icsd-182732-[BN(P1)]

-1.51899

-1.51778

icsd-31829-[Graphite(3R)]

-1.51897

-1.51856

icsd-109027-[Sr(HP)]

-1.51896

-1.51776

icsd-43211-[Po(alpha)]

-1.51896

-1.51776

icsd-653045-[Se(gamma)]

-1.51895

-1.5185

icsd-162242-[Ca(III)]

-1.5185

-1.51759

icsd-173517-[Ge(HP)]

-1.40933

-1.40709

icsd-88815-[Graphite(oS16)]

-1.39575

-1.39638

icsd-185973-[C3N2]

-1.37937

-1.37902

icsd-26463-[S12]

-1.33455

-1.33167

icsd-62747-[B(hR12)]

-1.33334

-1.33266

icsd-193439-[Graphite(2H)]

-1.26663

-1.26801

icsd-165132-[B28]

-1.26472

-1.26203

icsd-28540-[H2]

-1.26222

-1.26216

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

-1.17186

-1.16714

icsd-245956-[Ge]

-1.16181

-1.15977

icsd-88820-[Si(HP)]

-1.16176

-1.15995

icsd-24892-[N2]

-1.13926

-1.1393

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

-0.86731

-0.86454

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

-0.86242

-0.86386

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

-0.85025

-0.85066

Lattice constants

Lattice constants [Sn(tI2)] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

84.1877

4.4068

4.4068

4.3351

90.0

90.0

90.0

Lattice constants [Sn] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

171.4327

6.8214

6.8214

3.6843

90.0

90.0

90.0

Lattice constants [Bi] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

42.7352

3.7552

3.7552

3.4993

90.0

90.0

120.0

Lattice constants [Sm] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

380.6623

3.903

3.903

28.8549

90.0

90.0

120.0

Lattice constants [La] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

168.9925

3.9035

3.9035

12.8062

90.0

90.0

120.0

Lattice constants [diamond] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

637.9242

8.6084

8.6084

8.6084

90.0

90.0

90.0

Lattice constants [sc] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

43.4388

3.5153

3.5153

3.5153

90.0

90.0

90.0

Lattice constants [fcc] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

168.3868

5.5221

5.5221

5.5221

90.0

90.0

90.0

Lattice constants [bcc] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

84.1867

4.3828

4.3828

4.3828

90.0

90.0

90.0

Lattice constants [hcp] (MLP)

volume (ang.^3)

a (ang.)

b (ang.)

c (ang.)

alpha

beta

gamma

84.8368

3.9029

3.9029

6.431

90.0

90.0

120.0

Elastic constants

Elastic constants [Sn(tI2)]

1

2

3

4

5

6

17.5

18.7

17.9

0.0

0.0

0.0

18.7

17.5

17.9

0.0

0.0

0.0

17.9

17.9

18.4

0.0

0.0

0.0

0.0

0.0

0.0

16.6

0.0

0.0

0.0

0.0

0.0

0.0

16.6

0.0

0.0

0.0

0.0

0.0

0.0

17.3

Elastic constants [Sn]

1

2

3

4

5

6

50.1

0.0

0.0

0.0

0.0

0.0

0.0

50.1

0.0

0.0

0.0

0.0

0.0

0.0

47.1

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

Elastic constants [Bi]

1

2

3

4

5

6

42.2

0.0

12.8

0.0

0.0

0.0

0.0

56.4

0.0

0.0

0.0

0.0

12.8

0.0

42.2

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

14.7

0.0

0.0

0.0

0.0

0.0

0.0

0.0

Elastic constants [Sm]

1

2

3

4

5

6

33.6

10.1

6.0

1.7

0.0

0.0

10.1

33.6

6.0

0.0

0.0

0.0

6.0

6.0

35.8

0.0

0.0

0.0

1.7

0.0

0.0

7.2

0.0

0.0

0.0

0.0

0.0

0.0

7.2

1.7

0.0

0.0

0.0

0.0

1.7

11.9

Elastic constants [La]

1

2

3

4

5

6

33.8

10.3

6.5

0.0

0.0

0.0

10.3

33.8

6.5

0.0

0.0

0.0

6.5

6.5

36.8

0.0

0.0

0.0

0.0

0.0

0.0

7.5

0.0

0.0

0.0

0.0

0.0

0.0

7.5

0.0

0.0

0.0

0.0

0.0

0.0

11.8

Elastic constants [diamond]

1

2

3

4

5

6

1.7

6.7

6.7

0.0

0.0

0.0

6.7

1.7

6.7

0.0

0.0

0.0

6.7

6.7

1.7

0.0

0.0

0.0

0.0

0.0

0.0

3.5

0.0

0.0

0.0

0.0

0.0

0.0

3.5

0.0

0.0

0.0

0.0

0.0

0.0

3.5

Elastic constants [sc]

1

2

3

4

5

6

52.5

0.0

0.0

0.0

0.0

0.0

0.0

52.5

0.0

0.0

0.0

0.0

0.0

0.0

52.5

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0

Elastic constants [fcc]

1

2

3

4

5

6

24.0

14.3

14.3

0.0

0.0

0.0

14.3

24.0

14.3

0.0

0.0

0.0

14.3

14.3

24.0

0.0

0.0

0.0

0.0

0.0

0.0

15.2

0.0

0.0

0.0

0.0

0.0

0.0

15.2

0.0

0.0

0.0

0.0

0.0

0.0

15.2

Elastic constants [bcc]

1

2

3

4

5

6

17.8

18.2

18.2

0.0

0.0

0.0

18.2

17.8

18.2

0.0

0.0

0.0

18.2

18.2

17.8

0.0

0.0

0.0

0.0

0.0

0.0

16.8

0.0

0.0

0.0

0.0

0.0

0.0

16.8

0.0

0.0

0.0

0.0

0.0

0.0

16.8

Elastic constants [hcp]

1

2

3

4

5

6

33.4

9.7

5.6

0.0

0.0

0.0

9.7

33.4

5.6

0.0

0.0

0.0

5.6

5.6

35.9

0.0

0.0

0.0

0.0

0.0

0.0

6.8

0.0

0.0

0.0

0.0

0.0

0.0

6.8

0.0

0.0

0.0

0.0

0.0

0.0

12.0