Inverse Materials Design via Joint Generation of Crystal Structures and Local Electronic Descriptors
This paper proposes a diffusion framework that jointly generates crystal structures and local electronic descriptors (such as Bader charges and atomic DOS) to significantly improve the success rate, diversity, and physical validity of inverse materials design compared to structure-only baselines.