Author

Dan Zheng

National University of SingaporeORCID 0000-0002-3621-2596Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Synthetic Biology· 1

Signature Assays, Organisms & Methods

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

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Chueh Loo PohiD· 1 shared Jan Ron Goh· 1 shared Jing Wui YeohiD· 1 shared Jingyun ZhangiD· 1 shared Sangeetha Shanmugam· 1 shared Zhangyuan LiniD· 1 shared

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2025-2025 · peak 1/yr

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Chueh Loo PohORCID

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1 paper

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Synthetic BiologybioRxivPreprintMar 30, 2025

Machine learning-assisted enzyme engineering through ultra-high throughput sorting and large-scale sequence-function data generation

Jingyun Zhang, Sangeetha Shanmugam, Jing Wui Yeoh…·Chueh Loo Poh

This paper introduces PUSDA, a framework combining ultra-high throughput sorting and NGS to generate large-scale sequence-function data, enabling ML-driven enzyme engineering with improved efficiency and productivity.

1 citation

proteomicsmachine learning (classical)

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