of the generated stable and 14% of the unstable ones passed through the SMACT filter successfully. This success rate in generating the new materials is significantly higher than the ones reported in previous works. 21% of the correctly generated stable and 38% of the unstable crystal structures were found to be rediscovered, i.e. they already existed in the OQMD database.