Author

Jaroslaw Synak

Poznań University of TechnologyORCID 0000-0002-9887-849XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Organism:human· 1 Approach:machine learning (classical)· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Agnieszka BelteriD· 1 shared Anna Kotowska‐ZimmeriD· 1 shared Jacek BłażewicziD· 1 shared Marek FiglerowicziD· 1 shared Marta Mackowiak· 1 shared Marta OlejniczakiD· 1 shared Marta SzachniukiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

7 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Agnieszka BelterORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintJul 25, 2026

Glycine molecule radical: Predicted properties and dipeptide formation

Jaroslaw Synak, Jacek Błażewicz

The paper predicts a radical-based pathway for peptide bond formation under prebiotic conditions, showing it could occur without complex catalysts and with low energy barriers.

DOI 10.64898/2026.07.07.736934

statistical model

𝕏 PostBluesky

BioinformaticsbioRxivPreprintFeb 14, 2026

Machine learning-guided design of artificial microRNAs for targeted gene silencing

Agnieszka Belter, Jaroslaw Synak, Marta Mackowiak…·Marta Olejniczak

The paper introduces miRarchitect, a machine learning platform for designing artificial microRNAs, showing it produces functional amiRNAs more effectively than existing tools.

1 citation

humanmachine learning (classical)

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