Juan Maria Garcia-Lastra

Kinetic Langevin Diffusion for Crystalline Materials Generation

Generative modeling of crystalline materials using diffusion models presents a series of challenges: the data distribution is characterized by inherent symmetries and involves multiple modalities, with some defined on specific manifolds. Notably, the treatment of fractional coordinates representing…