Science China. Life sciences
Protein foundation models: a comprehensive survey.
Hao Xu, Liangjie Li, Sangyu Pan, Peng Cheng, Yuxiang Wang, Zhen Rong, Feng Liu, Xingxu Huang, Shengqi Wang, Wenjie Shu
Published: 202610.1007/s11427-025-3147-2
Abstract
Protein foundation models (pFMs) have emerged as pivotal tools in advancing protein science. By leveraging advanced deep learning architectures trained on large-scale protein datasets, pFMs learn generalizable patterns in proteins, enabling accurate…
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