Author

Marta Chronowska

University of EdinburghORCID 0009-0000-8693-4936Unclaimed 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:benchmarking· 2 Approach:statistical model· 2 Approach:benchmark study· 1 Research Focus:database / resource· 1 Assay:protein sequence· 1

Frequent Co-Authors

Christopher W. WoodiD· 1 shared Derek N. WoolfsoniD· 1 shared Eugene Shrimpton-PhoenixiD· 1 shared Luigi Di CostanzoiD· 1 shared Michael J. StamiD· 1 shared Tadas KluonisiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 7 mutual co-author links

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1 shared paperBioinformatics

Christopher W. WoodORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintAug 4, 2026

MHChron: diversity-balanced dataset design for robust peptide-MHC binding prediction across MHC class I and II

Marta Chronowska, Eugene Shrimpton-Phoenix, Tadas Kluonis

MHChron improves pMHC binding prediction by creating a diverse dataset and testing models under strict generalization conditions, achieving strong performance despite smaller training data.

DOI 10.64898/2026.07.30.741752

statistical modelbenchmarking

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BioinformaticsNature BiotechnologyPeer-reviewedMar 21, 2025

The Protein Design Archive (PDA): insights from 40 years of protein design

Marta Chronowska, Michael J. Stam, Derek N. Woolfson…·Christopher W. Wood

The paper introduces the Protein Design Archive (PDA), a database of designed proteins, and analyzes its contents to show increasing complexity and diversity in protein design over time.

9 citations

protein sequencestatistical model

𝕏 PostBluesky