Author

Szymon Nowakowski

University of WarsawORCID 0000-0002-1939-9512Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1

Frequent Co-Authors

Agata P. PerlinskaiD· 1 shared Dawid Uchal· 1 shared Denisa ŠrámkováiD· 1 shared Eva KlimentováiD· 1 shared Joanna Ida SulkowskaiD· 1 shared Maciej SikoraiD· 1 shared Mai Lan NguyeniD· 1 shared Marta KorpacziD· 1 shared

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2024-2024 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Agata P. PerlinskaORCID

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1 paper

Recent·Most cited

BioinformaticsProtein SciencePeer-reviewedJun 18, 2024

Knot or Not? Sequence-Based Identification of Knotted Proteins With Machine Learning

Maciej Sikora, Eva Klimentová, Dawid Uchal…·Joanna Ida Sulkowska

This study uses machine learning to predict protein knotting from amino acid sequences, achieving 98.5% accuracy using AlphaFold predictions and UniProt data.

13 citations

protein sequencemachine learning (classical)

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