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ENTITY Subspace-Guided Evolutionary Search

Subspace-Guided Evolutionary Search

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    New hypothesis and search method improve protein evolution with language models

    Researchers have introduced a new hypothesis called the Linear Fitness Subspace (LFS), which suggests that a small set of directions within protein language models (PLMs) can accurately predict fitness variations for pr…