Author

Nianzhi Zhang

Ministry of Agriculture and Rural AffairsORCID 0000-0002-1779-8675Unclaimed ORCID profile · follow to get notified of new preprints

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NianZhi Zhang1 paper · Ministry of Agriculture and Rural Affairs

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:host-pathogen & immune response· 1 Organism:multiple species· 1 Assay:protein structure· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Caiyi FeiiD· 1 shared Hanchun YangiD· 1 shared Hu Dongmei· 1 shared Liangzhen ZhengiD· 1 shared Lifeng Zhang· 1 shared Lingming Kong· 1 shared Liubao DuiD· 1 shared Malgorzata Anna GarstkaiD· 1 shared

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2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperImmunology

Caiyi FeiORCID

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1 paper

Recent·Most cited

ImmunologyhLifePeer-reviewedJan 9, 2026

Pan-Prediction of MHC-II Restricted Epitopes Across Species via an Alphafold-based Quantification Scheme

Suqiu Wang, Lingming Kong, Hu Dongmei…·Nianzhi Zhang

This study introduces AF-pred, an Alphafold-based tool for cross-species prediction of MHC-II restricted epitopes, showing better performance for non-human MHC-II than sequence-based methods.

1 citation

multiple speciesprotein structure

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