We've formulated an inverse design framework CCDCGAN consisting of the generator, discriminator, and constraint and correctly applied it to layout unreported crystal structures with very low formation Strength for that binary Bi-Se procedure. it's shown that 2nd crystal graphs can be utilized to bui