Article
High-throughput prediction of protein conformational distributions with subsampled AlphaFold2.
Nature communications - 27 Mar 2024
Monteiro da Silva Gabriel, Cui Jennifer Y, Dalgarno David C, Lisi George P, Rubenstein Brenda M
Abstract excerpt
This paper presents an innovative approach for predicting the relative populations of protein conformations using AlphaFold 2, an AI-powered method that has revolutionized biology by enabling the accurate prediction of protein structures. While AlphaFold 2 has shown exceptional accuracy and speed, it is designed to predict proteins' ground state conformations and is limited in its ability to predict...
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