Author

Jimmy Zhang

ORCID 0000-0003-4589-2420Unclaimed ORCID profile · follow to get notified of new preprints

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Synthetic Biology· 1

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

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Aarya VenkatiD· 1 shared Catherine LiiD· 1 shared Daniel Wen· 1 shared Mohammed EslamiiD· 1 shared Shmuel GleizeriD· 1 shared Sophia D. EwensiD· 1 shared Subbulakshmi Suresh· 1 shared Susan Buckhout‐WhiteiD· 1 shared

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1 shared paperSynthetic Biology

Aarya VenkatORCID

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1 paper

Recent·Most cited

Synthetic BiologybioRxivPreprintAug 8, 2025

ICEPIC: A Toolkit to Discover Ice Binding Proteins from Sequence

Jimmy Zhang, Subbulakshmi Suresh, Shmuel Gleizer…·Susan Buckhout‐White

The paper introduces a toolkit using machine learning to predict ice binding protein potential, activity, and expression from sequences, achieving high accuracy and scalability.

DOI 10.1101/2025.08.08.669420

protein sequencemachine learning (classical)

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