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Author

Shuming Cheng

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Open access Aug 2026

Prediction of Distal Mutation Effects in Enzymes via Integration of Molecular Dynamics Descriptors and Zero-Shot Model.

This work presents an integrated framework that combines molecular dynamics-derived descriptors with the zero-shot prediction model GEMS to identify beneficial distal mutations, offering an efficient and generalizable strategy for enzyme engineering.

Yi-Qiu Wang, Ding Luo, Shuming Cheng et al. · 0 citations