Table 2. Success Rate of Crystal Structure Generation from a VAE, Sampled around 12 Randomly Selected Base Compounds.
| filtering step | average no. samples | cumulative total (%) |
|---|---|---|
| initial samples | 1000 | 100 |
| interatomic distance validation | 890 | 89 |
| stoichiometric formula | 350 | 35 |
| not in training set | 250 | 25 |
| within 20% of target Ef | 60 | 6 |
| unique composition | 20 | 2 |