Accelerating the prediction and discovery of peptide hydrogels with human-in-the-loop

Abstract The amino acid sequences of peptides determine their self-assembling properties. Accurate prediction of peptidic hydrogel formation, however, remains a challenging task. This work describes an interactive approach involving the mutual information exchange between experiment and machine lear...

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Bibliographic Details
Main Authors: Tengyan Xu, Jiaqi Wang, Shuang Zhao, Dinghao Chen, Hongyue Zhang, Yu Fang, Nan Kong, Ziao Zhou, Wenbin Li, Huaimin Wang
Format: Article
Language:English
Published: Nature Portfolio 2023-06-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-023-39648-2