Author

Tiantian Xu

Chinese Academy of SciencesORCID 0000-0001-5905-9216Unclaimed ORCID profile · follow to get notified of new preprints

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Tiantian Xu3 papers · Chinese Academy of Sciences

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:statistical model· 1

Frequent Co-Authors

Juexiao ZhouiD· 1 shared Lu ZhangiD· 1 shared Ruochi ZhangiD· 1 shared Xiaopeng XuiD· 1 shared Xin GaoiD· 1 shared Xingyu LiaoiD· 1 shared Yu WangiD· 1 shared

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2023-2023 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Juexiao ZhouORCID

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1 paper

Recent·Most cited

BioinformaticsGenomics Proteomics & BioinformaticsPeer-reviewedJun 24, 2023

AB-Gen: Antibody Library Design with Generative Pre-trained Transformer and Deep Reinforcement Learning

Xiaopeng Xu, Tiantian Xu, Juexiao Zhou…·Xin Gao

AB-Gen uses reinforcement learning and a generative pre-trained Transformer to design antibody sequences with multiple desirable properties, improving success rates over traditional methods.

32 citationstop 3%

deep learningstatistical model

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