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. 2020 Aug 31;60(10):4518–4535. doi: 10.1021/acs.jcim.0c00464

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