Table 1 Visualizing the difference between the information in the GNNs input versus LLMs input for NaCl and AcBrO
From: LLM-Prop: predicting the properties of crystalline materials using large language models
GNNs Input | LLMs Input | ||
---|---|---|---|
Full Formula (Na1 Cl1) | |||
Reduced Formula: NaCl | |||
abc: | 3.502190 | 3.502190 | NaCl is Tetraauricupride structured and crystallizes in the cubic Pm3m space group. Na1+ is bonded in a body-centered cubic geometry to eight equivalent Cl1-atoms. All Na-Cl bond lengths are 3.03 A. Cl1- is bonded in a body-centered cubic geometry to eight equivalent Na1+ atoms. |
body-centered cubic geometry to eight equivalent Na1+ atoms. | |||
 | 3.502190 |  | |
angles : | 90.000000 | 90.000000 | |
90.000000 | Â | ||
pbc: | True True | True | |
Sites(2) | |||
0 Na | 0.000000 | 0.000000 | |
0.000000 | Â | ||
1 Cl | 0.500000 | 0.500000 | |
0.500000 | Â | ||
Full Formula (Ac2 Br2 O2) | |||
Reduced Formula :AcBrO | |||
abc: | 4.310370 | 4.310370 | AcOBr is Matlockite structured and crystallizes in the tetragonal P4/nmm space group. Ac3+ is bonded in a 4-coordinate geometry to four equivalent O2- and five equivalent Br1- atoms. All ˚ Ac–O bond lengths are 2.49 A. ˚There are four shorter (3.40 A)˚ and one longer (3.54 A) Ac–Br bond length. O2- is bonded to four equivalent Ac3+ atoms to form a mixture of corner and edge-sharing OAc4 tetrahedra. Br1- is bonded in a 5-coordinate geometry to five equivalent Ac3+ atoms. |
7.542774 | Â | ||
angles : | 90.000000 | 90.000000 | |
90.000000 | Â | ||
pbc: | True True | True | |
Sites(6) | Â | Â | |
0Ac | 0.000000 | 0.500000 | |
0.834970 | Â | ||
1Ac | 0.500000 | 0.000000 | |
0.165030 | Â | ||
2Br | 0.500000 | 0.000000 | |
0.634694 | Â | ||
3Br | 0.000000 | 0.500000 | |
0.365306 | Â | ||
4O | 0.000000 | 0.000000 | |
0.000000 | Â | ||
5O | 0.500000 | 0.500000 | |
0.000000 | Â |