CrystalREPA: Transferring Physical Priors from Universal MLIPs to Crystal Generative Models

Chengqian Zhang, Yucheng Jin, Duo Zhang +2

Crystal generative models mainly learn what stable crystals look like, with little explicit supervision for what makes them stable. We reveal a substantial representation gap betwe…