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Jin-Dong Zhang

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#protein folding Open access Sep 2026

Simplifying in silico protein evolution with minimal screening by unZipro.

UnZipro is presented, an efficient, scalable, and generalizable framework for zero-shot, in silico protein evolution, that integrates a compact, pre-trained inverse folding model with meta-learning to derive family-specific fitness landscapes.

Zhao-Hui Qin, Sanzeng Zhao, Zhao-Long Deng et al. · 0 citations

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