Author

Marta Napiorkowska

Novo Nordisk FoundationORCID 0000-0001-7776-5392Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:protein design· 2 Approach:benchmark study· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Organism:yeast· 1

Frequent Co-Authors

Carlos G. Acevedo‐RochaiD· 1 shared Florian HollfelderiD· 1 shared Henry Emanuel WebeliD· 1 shared Jonathan FunkiD· 1 shared Katrin FischeriD· 1 shared Laura MachadoiD· 1 shared Liubov PashkovaiD· 1 shared Matthew PenneriD· 1 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperBioinformatics

Carlos G. Acevedo‐RochaORCID

Mutual co-authors in cluster

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintOct 1, 2024

ProteusAI: An Open-Source and User-Friendly Platform for Machine Learning-Guided Protein Design and Engineering

Jonathan Funk, Laura Machado, Samuel A. Bradley…·Carlos G. Acevedo‐Rocha

ProteusAI is an open-source platform that streamlines ML-guided protein design and engineering, improving proteins and enzymes efficiently within the DBTL cycle.

6 citations

protein sequencemachine learning (classical)

𝕏 PostBluesky

Synthetic BiologybioRxivPreprintNov 20, 2023

YeastIT: Reducing mutational bias for in vivo directed evolution using a novel yeast mutator strain based on dual adenine-/cytosine-targeting and error-prone DNA repair

Marta Napiorkowska, Katrin Fischer, Matthew Penner…·Florian Hollfelder

YeastIT enables continuous in vivo protein evolution by reducing mutational bias and improving mutation rates compared to existing methods.

3 citations

yeastexperimental assay

𝕏 PostBluesky