Author

Ziyang Qin

California Institute of TechnologyORCID 0000-0001-7356-6927Unclaimed ORCID profile · follow to get notified of new preprints

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Synthetic Biology· 1

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

Frequent Co-Authors

Amy E. DansoniD· 1 shared Deirdre HanleyiD· 1 shared Frances H. ArnoldiD· 1 shared Jacob KellyiD· 1 shared Josh AbramsoniD· 1 shared Jue WangiD· 1 shared Orna MukhopadhyayiD· 1 shared Pei‐Pei XieiD· 1 shared

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2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperSynthetic Biology

Amy E. DansonORCID

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1 paper

Recent·Most cited

Synthetic BiologybioRxivPreprintOct 2, 2026

Design-Evolution Synergy Enables New-to-Nature Enzyme Chemistry

Zi‐Qi Li, Ruijie K. Zhang, Pei‐Pei Xie…·Frances H. Arnold

This study combines design and evolution to create new-to-nature enzymes capable of performing regio- and enantioselective C-H amination reactions for synthesizing chiral piperidines.

DOI 10.64898/2026.10.01.754751

protein sequencedeep learning

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