Table 2 Cross-validation confirmation of generated new materials by our GANs.

From: Generative adversarial networks (GAN) based efficient sampling of chemical composition space for inverse design of inorganic materials

  ICSD dataset MP dataset OQMD dataset
GAN-ICSD N/A 13,126 2349
GAN-MP 6880 N/A 3601
GAN-OQMD 3428 58,603 N/A