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Explores catalytic activity in protein landscapes, suggesting enhanced evolutionary approaches.
Rugged protein fitness landscapes can be learned from sparse sequence–activity data. Machine learning plus extreme-value theory can guide directed evolution toward rarer, higher-activity variants.
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Kell et al. (2026) studied this question.
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