Author

Jannik Neumann

ETH Zurich

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:machine learning (classical)· 1 Research Focus:protein design· 1 Assay:protein structure· 1 Approach:statistical model· 1

Frequent Co-Authors

Abbie LeariD· 1 shared Adrian John MulhollandiD· 1 shared H. Adrian BunzeliD· 1 shared Lucas P. MerlicekiD· 1 shared Moor M. de WaaliD· 1 shared Tudor‐Stefan CotetiD· 1 shared Vivian DegiorgiiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioengineering

Abbie LearORCID

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1 paper

Recent·Most cited

AI.zymes - A modular platform for evolutionary enzyme design

Lucas P. Merlicek, Jannik Neumann, Abbie Lear, Vivian Degiorgi, Moor M. de Waal, Tudor‐Stefan Cotet, Adrian John Mulholland, H. Adrian Bunzel

AI.zymes improves enzyme design by integrating multiple algorithms in an evolutionary framework, enhancing catalytic activity through iterative selection and design.

Angewandte Chemie International Edition · Apr 28, 2025Peer-reviewedBioengineering