Table 2 The training and validation errors of VASP MLIP-multi and MACE MLIP-committee for the naphthalene molecular crystal, based on training data at 80 K, 120 K, 150 K, 220 K and 295 K, accounting for thermal lattice expansion on each dataset
Energy (meV/atom) | Force (meV/Å) | |||
|---|---|---|---|---|
Training | Validation | Training | Validation | |
VASP | 0.1 | 0.2 | 20.9 | 14.6 |
MACE | 0.1 | 0.1 | 4.3 | 4.4 |