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. 2020 Jul 10;6(8):1412–1420. doi: 10.1021/acscentsci.0c00426

Figure 2.

Figure 2

Composition-Conditioned Crystal GAN proposed in this work for inorganic crystal design. Z, Cgen, and Creal denote a random input noise, user-desired composition condition, and composition of real material, respectively. The variables and x denote the feature (representation) of generated and real materials, respectively. Ĉgen and Ĉreal denote the predicted composition of the generated and real features, respectively. D(x) is the critic function also known as the critic network.