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News/Crys-JEPA: Accelerating Crystal Discovery via Embedding Screening and Generative Refinement
arxiv
PublishedMay 15, 2026 at 4:00 AM
—neutral

Crys-JEPA: Accelerating Crystal Discovery via Embedding Screening and Generative Refinement

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Publisher summary· verbatim

arXiv:2605.14759v1 Announce Type: new Abstract: De novo crystal generation seeks to discover materials that are not merely realistic, but also stable and novel. However, most existing generative models are trained to maximize the likelihood of observed crystals, which encourages samples to stay clos

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