polymlp-00192 (Ru-2024-07-19)¶
Energy distribution
![../../../../_images/distribution2692.png](../../../../_images/distribution2692.png)
Prototype structure energy
![../../../../_images/polymlp_icsd_pred517.png](../../../../_images/polymlp_icsd_pred517.png)
Equation of state
![../../../../_images/polymlp_eos517.png](../../../../_images/polymlp_eos517.png)
Equation of state for each structure
![../../../../_images/polymlp_eos_sep517.png](../../../../_images/polymlp_eos_sep517.png)
Phonon density of states
![../../../../_images/polymlp_phonon_dos517.png](../../../../_images/polymlp_phonon_dos517.png)
Prototype structure energy
Prototype |
MLP (eV/atom) |
DFT (eV/atom) |
---|---|---|
icsd-189460-[MnP] |
-6.78274 |
-6.78319 |
icsd-652876-[hcp-Mg] |
-6.78274 |
-6.78316 |
icsd-653381-[U] |
-6.78274 |
-6.78317 |
icsd-31692-[Pu(mP16)] |
-6.78273 |
-6.78338 |
icsd-105489-[FeB] |
-6.78261 |
-6.78092 |
icsd-652633-[Sm] |
-6.74242 |
-6.74367 |
icsd-161381-[K(HP)] |
-6.70083 |
-6.70042 |
icsd-52916-[La] |
-6.70082 |
-6.70041 |
icsd-52914-[ccp-Cu] |
-6.66829 |
-6.66864 |
icsd-168172-[I(Immm)] |
-6.66829 |
-6.66959 |
icsd-97742-[Sb2Te3] |
-6.66829 |
-6.66816 |
icsd-639810-[In] |
-6.66828 |
-6.66959 |
icsd-42679-[Sb(mP4)] |
-6.66828 |
-6.66862 |
icsd-57192-[Cs(tP8)] |
-6.66828 |
-6.66894 |
icsd-236858-[O8] |
-6.66827 |
-6.66883 |
icsd-157920-[IrV] |
-6.66827 |
-6.66905 |
icsd-52501-[Te(mP4)] |
-6.66827 |
-6.66916 |
icsd-189786-[Si(oS16)] |
-6.66827 |
-6.66873 |
icsd-248500-[O2(mS4)] |
-6.66826 |
-6.66869 |
icsd-104296-[Hg(LT)] |
-6.66817 |
-6.66605 |
icsd-108682-[Pr(hP6)] |
-6.66814 |
-6.66601 |
icsd-109012-[Li(cI16)] |
-6.63488 |
-6.63406 |
icsd-194468-[I2] |
-6.60506 |
-6.60542 |
icsd-642937-[Mn(cP20)] |
-6.57074 |
-6.5738 |
icsd-43058-[Mn(alpha)-Mn(cI58)] |
-6.55883 |
-6.56039 |
icsd-187431-[CaHg2] |
-6.52935 |
-6.5289 |
icsd-56897-[SmNiSb] |
-6.52934 |
-6.52888 |
icsd-245956-[Ge] |
-6.50259 |
-6.48569 |
icsd-76041-[U(beta)] |
-6.49101 |
-6.495 |
icsd-280872-[Ta(tP30)] |
-6.47485 |
-6.47549 |
icsd-76166-[U(beta)-CrFe] |
-6.47484 |
-6.47549 |
icsd-653797-[Pu(mS34)] |
-6.47465 |
-6.47296 |
icsd-248474-[Pu(oF8)] |
-6.47048 |
-6.47208 |
icsd-43539-[Ga(Cmcm)] |
-6.46569 |
-6.46831 |
icsd-189436-[B(tP50)] |
-6.43839 |
-6.44302 |
icsd-26482-[N2(cP8)] |
-6.43124 |
-6.43184 |
icsd-27249-[CO] |
-6.43124 |
-6.43184 |
icsd-165725-[Co(tP28)] |
-6.41342 |
-6.41788 |
icsd-108326-[Cr3Si] |
-6.39302 |
-6.39408 |
icsd-609832-[P(black)] |
-6.37856 |
-6.37789 |
icsd-182732-[BN(P1)] |
-6.37855 |
-6.37788 |
icsd-28540-[H2] |
-6.37853 |
-6.37963 |
icsd-30606-[Se(beta)] |
-6.36379 |
-6.37201 |
icsd-37090-[S6] |
-6.34133 |
-6.36363 |
icsd-43251-[S8(Fddd)] |
-6.33056 |
-6.33047 |
icsd-15535-[O2(hR2)] |
-6.32892 |
-6.333 |
icsd-24892-[N2] |
-6.32785 |
-6.3262 |
icsd-2091-[Se3S5] |
-6.26343 |
-6.27943 |
icsd-653719-[Bi] |
-6.25366 |
-6.27947 |
icsd-246446-[Bi(III)] |
-6.23396 |
-6.23132 |
icsd-648333-[Pa] |
-6.23393 |
-6.23132 |
icsd-43216-[Sn(tI2)] |
-6.23393 |
-6.23133 |
icsd-162256-[Ga] |
-6.23391 |
-6.23087 |
icsd-52412-[Sc] |
-6.23386 |
-6.23082 |
icsd-182760-[C(C2/m)] |
-6.20297 |
-6.20456 |
icsd-26463-[S12] |
-6.17473 |
-6.18433 |
icsd-76156-[bcc-W] |
-6.15546 |
-6.1557 |
icsd-656457-[Po(hR1)] |
-6.15546 |
-6.15599 |
icsd-165132-[B28] |
-6.15295 |
-6.15618 |
icsd-109018-[Cs(HP)] |
-6.12896 |
-6.12561 |
icsd-109035-[Ca.15Sn.85] |
-5.94783 |
-5.9468 |
icsd-173517-[Ge(HP)] |
-5.93814 |
-5.94852 |
icsd-236662-[Sn] |
-5.88261 |
-5.88383 |
icsd-56503-[GaSb] |
-5.88261 |
-5.88382 |
icsd-644520-[N2(epsilon)] |
-5.86192 |
-5.86271 |
icsd-62747-[B(hR12)] |
-5.85689 |
-5.85822 |
icsd-188336-[(Ca8)xCa2] |
-5.85409 |
-5.85353 |
icsd-182587-[Nickeline-NiAs] |
-5.84108 |
-5.84084 |
icsd-88820-[Si(HP)] |
-5.73185 |
-5.73254 |
icsd-31170-[C(P63mc)] |
-5.71562 |
-5.71551 |
icsd-88815-[Graphite(oS16)] |
-5.67111 |
-5.67517 |
icsd-43211-[Po(alpha)] |
-5.66825 |
-5.6672 |
icsd-181082-[C(P1)] |
-5.66825 |
-5.6672 |
icsd-109027-[Sr(HP)] |
-5.66824 |
-5.66721 |
icsd-162242-[Ca(III)] |
-5.66824 |
-5.66612 |
icsd-653045-[Se(gamma)] |
-5.66823 |
-5.66763 |
icsd-616526-[As] |
-5.66822 |
-5.66762 |
icsd-31829-[Graphite(3R)] |
-5.64658 |
-5.64714 |
icsd-41979-[Diamond-C(cF8)] |
-5.64655 |
-5.6471 |
icsd-245950-[Ge(cF136)] |
-5.63791 |
-5.63806 |
icsd-167204-[Ge(hP8)] |
-5.63424 |
-5.63418 |
icsd-109028-[Bi(I4/mcm)] |
-5.63001 |
-5.63157 |
icsd-30101-[Wurtzite-ZnS(2H)] |
-5.62524 |
-5.62565 |
icsd-181908-[Si(I4/mmm)] |
-5.5289 |
-5.52964 |
icsd-193439-[Graphite(2H)] |
-5.47528 |
-5.47614 |
icsd-185973-[C3N2] |
-5.42996 |
-5.42758 |
Lattice constants
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
28.1747 |
3.2143 |
3.2143 |
2.727 |
90.0 |
90.0 |
90.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
61.2099 |
4.6977 |
4.6977 |
2.7737 |
90.0 |
90.0 |
90.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
58.3398 |
4.5043 |
4.8452 |
2.6732 |
90.0 |
90.0 |
90.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
122.9805 |
2.7094 |
2.7094 |
19.3448 |
90.0 |
90.0 |
120.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
54.7156 |
2.6999 |
2.6999 |
8.6676 |
90.0 |
90.0 |
120.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
158.4917 |
5.4117 |
5.4117 |
5.4117 |
90.0 |
90.0 |
90.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
15.6245 |
2.5 |
2.5 |
2.5 |
90.0 |
90.0 |
90.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
54.7683 |
3.7976 |
3.7976 |
3.7976 |
90.0 |
90.0 |
90.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
28.1641 |
3.0425 |
3.0425 |
3.0425 |
90.0 |
90.0 |
90.0 |
volume (ang.^3) |
a (ang.) |
b (ang.) |
c (ang.) |
alpha |
beta |
gamma |
---|---|---|---|---|---|---|
27.2449 |
2.7129 |
2.7129 |
4.2744 |
90.0 |
90.0 |
120.0 |
Elastic constants
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
53.5 |
579.9 |
172.7 |
0.0 |
0.0 |
0.0 |
579.9 |
53.5 |
172.7 |
0.0 |
0.0 |
0.0 |
172.7 |
172.7 |
474.4 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
148.8 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
148.8 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
193.8 |
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
388.2 |
188.8 |
198.7 |
0.0 |
0.0 |
0.0 |
188.8 |
388.2 |
198.7 |
0.0 |
0.0 |
0.0 |
198.7 |
198.7 |
280.4 |
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 |
---|---|---|---|---|---|
367.6 |
111.7 |
145.8 |
0.0 |
0.0 |
0.0 |
111.7 |
531.7 |
159.6 |
0.0 |
0.0 |
0.0 |
145.8 |
159.6 |
560.9 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
121.3 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
98.7 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
626.8 |
134.9 |
163.0 |
18.9 |
0.0 |
0.0 |
134.9 |
626.8 |
163.0 |
0.0 |
0.0 |
0.0 |
163.0 |
163.0 |
703.7 |
0.0 |
0.0 |
0.0 |
18.9 |
0.0 |
0.0 |
185.1 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
185.0 |
18.5 |
0.0 |
0.0 |
0.0 |
0.0 |
18.5 |
246.3 |
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
600.9 |
160.4 |
155.2 |
0.0 |
0.0 |
0.0 |
160.4 |
600.9 |
155.2 |
0.0 |
0.0 |
0.0 |
155.2 |
155.2 |
661.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
167.9 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
167.8 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
224.0 |
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
169.5 |
124.4 |
124.4 |
0.0 |
0.0 |
0.0 |
124.4 |
169.5 |
124.4 |
0.0 |
0.0 |
0.0 |
124.4 |
124.4 |
169.5 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
41.7 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
41.7 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
41.7 |
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
290.2 |
212.7 |
212.7 |
0.0 |
0.0 |
0.0 |
212.7 |
290.2 |
212.7 |
0.0 |
0.0 |
0.0 |
212.7 |
212.7 |
290.2 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
20.1 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
20.1 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
20.1 |
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
513.6 |
233.6 |
233.6 |
0.0 |
0.0 |
0.0 |
233.6 |
513.6 |
233.6 |
0.0 |
0.0 |
0.0 |
233.6 |
233.6 |
513.6 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
255.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
255.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
255.0 |
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
156.8 |
438.5 |
438.5 |
0.0 |
0.0 |
0.0 |
438.5 |
156.8 |
438.5 |
0.0 |
0.0 |
0.0 |
438.5 |
438.5 |
156.8 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
205.6 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
205.6 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
205.6 |
1 |
2 |
3 |
4 |
5 |
6 |
---|---|---|---|---|---|
624.6 |
145.0 |
167.0 |
0.0 |
0.0 |
0.0 |
145.0 |
624.6 |
167.0 |
0.0 |
0.0 |
0.0 |
167.0 |
167.0 |
653.2 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
158.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
158.3 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
239.8 |