Author

Taoyu Niu

University of PittsburghORCID 0009-0004-2214-1397Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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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

Haocheng TangiD· 1 shared Ilkwon ChoiD· 1 shared Junmei WangiD· 1 shared Kangdelong HuiD· 1 shared Olexandr IsayeviD· 1 shared Runtian GaoiD· 1 shared Shuhao Zhang· 1 shared Xiang QiuiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBiophysics

Haocheng TangORCID

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1 paper

Recent·Most cited

BiophysicsbioRxivPreprintSep 17, 2026

High-throughput physics-based enzyme engineering

Xujian Wang, Xiang Qiu, Yuyang Wu…·Junmei Wang

This paper introduces a physics-based framework for enzyme engineering that combines machine learning and molecular mechanics to predict catalytic rates and selectivity with high accuracy.

DOI 10.64898/2026.09.15.751901

deep learningstatistical model

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