Silicon dioxide supercells (40 × 40 × 40 Å) across the amorphous → nanocrystalline axis, refined with MACE-MP0.
Final MACE structures¶
Energy across regimes¶

Summary¶
| regime | atoms | orient accepts | final E (eV/atom) |
|---|---|---|---|
| Liquid | 4866 | 0 | -6.472 |
| Amorphous | 4866 | 62 | -7.398 |
| SRO | 4866 | 48 | -7.457 |
| MRO | 4866 | 23 | -7.500 |
| LRO | 4866 | 12 | -7.530 |
| Nanocrystalline | 4866 | 7 | -7.560 |