Now we have made an inverse design framework CCDCGAN consisting of a generator, discriminator, and constraint and successfully used it to structure unreported crystal buildings with reduced formation energy for that binary Bi-Se process. it's shown that 2nd crystal graphs can be employed to construct a latent space with the continual illustration o