We exactly considering this since this year. But there are some major problems that cannot be solved in short term. Inorganic crystal structure database (and t

We exactly considering this since this year. But there are some major problems that cannot be solved in short term. Inorganic crystal structure database (and there is one database literally this name) is way smaller than what we have for proteins. Also by nature, Transformer is hardly useful for crystals because the crystal is repetitive. You don't throw the same sequence over and over to transformer and hope it will work like magic. My current understanding is that Graph Neural Network is perfect for this job because graph can exactly describe this kind of repetitive nature of crystal.