Crys-JEPA introduces a joint embedding predictive architecture that creates an energy-aware latent space, enabling embedding-based stability screening and a refinement pipeline that yields up to 72.7% gains on the V.S.U.N. metric for crystal generation.
Crystaldit: A diffusion transformer for crystal generation.arXiv preprint arXiv:2508.16614
2 Pith papers cite this work. Polarity classification is still indexing.
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