By reversing the physics concept of spontaneous symmetry breaking, this diffusion model generates complete crystal structures with proper global symmetries—a significant improvement over methods that only generate partial specifications.
This paper proposes a new method for generating crystal structures by using a diffusion-based model that starts from low-symmetry configurations and gradually breaks symmetries to create complete crystal specifications.