polymlp-00151 (Li-2024-06-05)¶
Energy distribution
![../../../../_images/distribution2539.png](../../../../_images/distribution2539.png)
Prototype structure energy
![../../../../_images/polymlp_icsd_pred364.png](../../../../_images/polymlp_icsd_pred364.png)
Equation of state
![../../../../_images/polymlp_eos364.png](../../../../_images/polymlp_eos364.png)
Equation of state for each structure
![../../../../_images/polymlp_eos_sep364.png](../../../../_images/polymlp_eos_sep364.png)
Phonon density of states
![../../../../_images/polymlp_phonon_dos364.png](../../../../_images/polymlp_phonon_dos364.png)
Prototype structure energy
Prototype |
MLP (eV/atom) |
DFT (eV/atom) |
---|---|---|
icsd-652633-[Sm] |
-1.60689 |
-1.60632 |
icsd-652876-[hcp-Mg] |
-1.60686 |
-1.60685 |
icsd-104296-[Hg(LT)] |
-1.60685 |
-1.60686 |
icsd-52914-[ccp-Cu] |
-1.60683 |
-1.60616 |
icsd-189786-[Si(oS16)] |
-1.60676 |
-1.60718 |
icsd-161381-[K(HP)] |
-1.60671 |
-1.60698 |
icsd-31692-[Pu(mP16)] |
-1.60668 |
-1.60653 |
icsd-52916-[La] |
-1.60667 |
-1.60691 |
icsd-168172-[I(Immm)] |
-1.60666 |
-1.60713 |
icsd-52501-[Te(mP4)] |
-1.60661 |
-1.60702 |
icsd-57192-[Cs(tP8)] |
-1.60638 |
-1.60698 |
icsd-653381-[U] |
-1.60637 |
-1.60608 |
icsd-639810-[In] |
-1.60634 |
-1.60599 |
icsd-248500-[O2(mS4)] |
-1.60631 |
-1.60666 |
icsd-108682-[Pr(hP6)] |
-1.60624 |
-1.60629 |
icsd-157920-[IrV] |
-1.60576 |
-1.60618 |
icsd-76156-[bcc-W] |
-1.60519 |
-1.60466 |
icsd-656457-[Po(hR1)] |
-1.60518 |
-1.6052 |
icsd-31829-[Graphite(3R)] |
-1.60513 |
-1.60536 |
icsd-52412-[Sc] |
-1.6051 |
-1.60517 |
icsd-648333-[Pa] |
-1.60508 |
-1.60541 |
icsd-182760-[C(C2/m)] |
-1.60504 |
-1.60495 |
icsd-97742-[Sb2Te3] |
-1.60501 |
-1.60479 |
icsd-43216-[Sn(tI2)] |
-1.60492 |
-1.60562 |
icsd-105489-[FeB] |
-1.60486 |
-1.605 |
icsd-246446-[Bi(III)] |
-1.60461 |
-1.60542 |
icsd-109012-[Li(cI16)] |
-1.60456 |
-1.60462 |
icsd-194468-[I2] |
-1.60455 |
-1.60444 |
icsd-248474-[Pu(oF8)] |
-1.59833 |
-1.5979 |
icsd-187431-[CaHg2] |
-1.59386 |
-1.59415 |
icsd-56897-[SmNiSb] |
-1.59382 |
-1.59409 |
icsd-76166-[U(beta)-CrFe] |
-1.59257 |
-1.59268 |
icsd-280872-[Ta(tP30)] |
-1.59247 |
-1.59259 |
icsd-76041-[U(beta)] |
-1.59243 |
-1.59254 |
icsd-108326-[Cr3Si] |
-1.59004 |
-1.59012 |
icsd-43058-[Mn(alpha)-Mn(cI58)] |
-1.58915 |
-1.58883 |
icsd-653797-[Pu(mS34)] |
-1.58531 |
-1.58594 |
icsd-642937-[Mn(cP20)] |
-1.58531 |
-1.58478 |
icsd-26482-[N2(cP8)] |
-1.57647 |
-1.57723 |
icsd-27249-[CO] |
-1.57643 |
-1.57726 |
icsd-15535-[O2(hR2)] |
-1.57184 |
-1.57125 |
icsd-24892-[N2] |
-1.57181 |
-1.57149 |
icsd-236858-[O8] |
-1.57119 |
-1.57117 |
icsd-43539-[Ga(Cmcm)] |
-1.56886 |
-1.56859 |
icsd-609832-[P(black)] |
-1.56848 |
-1.5687 |
icsd-165725-[Co(tP28)] |
-1.56612 |
-1.56716 |
icsd-109035-[Ca.15Sn.85] |
-1.54 |
-1.54013 |
icsd-109028-[Bi(I4/mcm)] |
-1.53983 |
-1.54014 |
icsd-182587-[Nickeline-NiAs] |
-1.53829 |
-1.53789 |
icsd-109018-[Cs(HP)] |
-1.53765 |
-1.53748 |
icsd-2091-[Se3S5] |
-1.5349 |
-1.53628 |
icsd-644520-[N2(epsilon)] |
-1.53488 |
-1.53538 |
icsd-37090-[S6] |
-1.53436 |
-1.53134 |
icsd-43251-[S8(Fddd)] |
-1.53373 |
-1.53372 |
icsd-653719-[Bi] |
-1.53362 |
-1.53298 |
icsd-236662-[Sn] |
-1.53361 |
-1.53311 |
icsd-56503-[GaSb] |
-1.5336 |
-1.53309 |
icsd-30606-[Se(beta)] |
-1.53045 |
-1.53138 |
icsd-42679-[Sb(mP4)] |
-1.52551 |
-1.52534 |
icsd-162256-[Ga] |
-1.52002 |
-1.52024 |
icsd-165132-[B28] |
-1.50591 |
-1.50507 |
icsd-189460-[MnP] |
-1.50041 |
-1.50081 |
icsd-162242-[Ca(III)] |
-1.48599 |
-1.48627 |
icsd-616526-[As] |
-1.48589 |
-1.48534 |
icsd-109027-[Sr(HP)] |
-1.48589 |
-1.48558 |
icsd-181082-[C(P1)] |
-1.48589 |
-1.48557 |
icsd-182732-[BN(P1)] |
-1.48586 |
-1.48554 |
icsd-43211-[Po(alpha)] |
-1.48585 |
-1.48555 |
icsd-653045-[Se(gamma)] |
-1.48583 |
-1.48531 |
icsd-62747-[B(hR12)] |
-1.43869 |
-1.44073 |
icsd-173517-[Ge(HP)] |
-1.42976 |
-1.43143 |
icsd-245956-[Ge] |
-1.37685 |
-1.37611 |
icsd-88820-[Si(HP)] |
-1.37523 |
-1.37665 |
icsd-26463-[S12] |
-1.36617 |
-1.36596 |
icsd-245950-[Ge(cF136)] |
-1.33929 |
-1.33944 |
icsd-193439-[Graphite(2H)] |
-1.32208 |
-1.32214 |
icsd-31170-[C(P63mc)] |
-1.32206 |
-1.32213 |
icsd-28540-[H2] |
-1.3148 |
-1.31419 |
icsd-188336-[(Ca8)xCa2] |
-1.23061 |
-1.2308 |
icsd-189436-[B(tP50)] |
-1.15482 |
-1.15423 |
icsd-30101-[Wurtzite-ZnS(2H)] |
-1.10195 |
-1.10173 |
icsd-167204-[Ge(hP8)] |
-1.09622 |
-1.0967 |
icsd-41979-[Diamond-C(cF8)] |
-1.09132 |
-1.09217 |
icsd-181908-[Si(I4/mmm)] |
-1.03985 |
-1.03917 |
icsd-88815-[Graphite(oS16)] |
-1.01398 |
-1.01317 |
icsd-185973-[C3N2] |
-0.92724 |
-0.92483 |
Lattice constants
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
40.7385 |
3.4409 |
3.4409 |
3.4409 |
90.0 |
90.0 |
90.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
81.3453 |
5.3121 |
5.3121 |
2.8827 |
90.0 |
90.0 |
90.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
40.7383 |
3.4409 |
3.4409 |
3.4409 |
90.0 |
90.0 |
90.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
182.8291 |
3.0615 |
3.0615 |
22.5233 |
90.0 |
90.0 |
120.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
81.2773 |
3.0629 |
3.0629 |
10.0038 |
90.0 |
90.0 |
120.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
205.7578 |
5.9036 |
5.9036 |
5.9036 |
90.0 |
90.0 |
90.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
20.493 |
2.7365 |
2.7365 |
2.7365 |
90.0 |
90.0 |
90.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
81.1441 |
4.3293 |
4.3293 |
4.3293 |
90.0 |
90.0 |
90.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
40.7383 |
3.4409 |
3.4409 |
3.4409 |
90.0 |
90.0 |
90.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
40.5752 |
3.0576 |
3.0576 |
5.0115 |
90.0 |
90.0 |
120.0 |
Elastic constants
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
14.5 |
12.8 |
12.8 |
0.0 |
0.0 |
0.0 |
12.8 |
14.5 |
12.8 |
0.0 |
0.0 |
0.0 |
12.8 |
12.8 |
14.5 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
9.7 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
9.7 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
9.7 |
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
46.9 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
46.9 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
35.7 |
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 |
0.0 |
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
23.2 |
9.9 |
7.0 |
0.0 |
4.1 |
0.0 |
9.9 |
23.2 |
7.0 |
0.0 |
0.0 |
0.0 |
7.0 |
7.0 |
26.2 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
3.8 |
0.0 |
0.0 |
4.1 |
0.0 |
0.0 |
0.0 |
3.8 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
6.7 |
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
24.1 |
9.6 |
6.7 |
1.2 |
0.0 |
0.0 |
9.6 |
24.1 |
6.7 |
0.0 |
0.0 |
0.0 |
6.7 |
6.7 |
28.0 |
0.0 |
0.0 |
0.0 |
1.2 |
0.0 |
0.0 |
4.5 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
4.5 |
1.2 |
0.0 |
0.0 |
0.0 |
0.0 |
1.2 |
7.4 |
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
23.8 |
9.5 |
6.8 |
0.0 |
0.0 |
0.0 |
9.5 |
23.8 |
6.8 |
0.0 |
0.0 |
0.0 |
6.8 |
6.8 |
27.3 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
4.5 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
4.5 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
7.2 |
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
0.0 |
10.9 |
10.9 |
0.0 |
0.0 |
0.0 |
10.9 |
0.0 |
10.9 |
0.0 |
0.0 |
0.0 |
10.9 |
10.9 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
3.2 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
3.2 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
3.2 |
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
58.5 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
58.5 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
58.5 |
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 |
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
16.5 |
13.1 |
13.1 |
0.0 |
0.0 |
0.0 |
13.1 |
16.5 |
13.1 |
0.0 |
0.0 |
0.0 |
13.1 |
13.1 |
16.5 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
9.8 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
9.8 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
9.8 |
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
14.5 |
12.8 |
12.8 |
0.0 |
0.0 |
0.0 |
12.8 |
14.5 |
12.8 |
0.0 |
0.0 |
0.0 |
12.8 |
12.8 |
14.5 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
9.7 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
9.7 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
9.7 |
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
24.0 |
9.5 |
6.0 |
0.0 |
0.0 |
0.0 |
9.5 |
24.0 |
6.0 |
0.0 |
0.0 |
0.0 |
6.0 |
6.0 |
27.9 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
4.4 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
4.5 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
7.5 |