Author

Yuxuan Richard Xie

University of Illinois Urbana-ChampaignORCID 0000-0003-1664-9114Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Approach:machine learning (classical)· 1 Research Focus:protein design· 1 Assay:protein sequence· 1

Frequent Co-Authors

Ameya HarmalkariD· 1 shared Anja Hoenig· 1 shared Austin J. RiceiD· 1 shared Christine Elaine TinbergiD· 1 shared Danqing LiiD· 1 shared Doris Rau· 1 shared Eva Sienz-Widmann· 1 shared Hannah B. Catterall· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Ameya HarmalkarORCID

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1 paper

Recent·Most cited

BioinformaticsmAbsPeer-reviewedJan 22, 2023

Towards generalizable prediction of antibody thermostability using machine learning on sequence and structure features

Ameya Harmalkar, Roshan Rao, Yuxuan Richard Xie…·Kathy Y. Wei

This paper develops machine learning models to predict antibody thermostability using sequence and structure features, showing better generalization with a CNN over pre-trained language models.

46 citationstop 2%

protein sequencemachine learning (classical)

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