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Polina V. Polunina

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#protein folding Open access Aug 2026

Tree-aware conditional language modeling recovers mutational patterns of viral evolution

EvoPLM-Tree, a tree-aware conditional autoregressive language model that predicts descendant protein sequences from ancestral sequences together with phylogenetically derived evolutionary features, provides a framework for modeling protein evolution along phylogenetic lineages and prioritizing plausible future mutation...

Polina V. Polunina, Wolfgang Maier, Alan F. Rubin · 0 citations

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