Author

Andreas Winkler

Graz University of TechnologyORCID 0000-0001-6221-9671Unclaimed 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:chromatin & epigenetic regulation· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Gustav OberdorferiD· 1 shared Massimo G. TotaroiD· 1 shared Maximilian FuchsiD· 1 shared Regina Zausinger· 1 shared Uršula VideiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 6 mutual co-author links

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1 shared paperBiochemistry

Gustav OberdorferORCID

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2 papers

Recent·Most cited

BiochemistrybioRxivPreprintFeb 8, 2026

Molecular logics in dual sensor regulation of enzyme activity: Phosphorylation OR blue-light activation of cyanobacterial diguanylate cyclases

Maximilian Fuchs, Andreas Winkler

The paper investigates how phosphorylation and blue-light signals regulate cyanobacterial diguanylate cyclases, revealing OR-type logic gate behavior.

DOI 10.64898/2026.02.07.704614

experimental assaychromatin & epigenetic regulation

𝕏 PostBluesky

BiochemistryProtein SciencePeer-reviewedNov 20, 2024

ESM-Scan - a tool to guide amino acid substitutions

Massimo G. Totaro, Uršula Vide, Regina Zausinger…·Gustav Oberdorfer

ESM-Scan uses ESM zero-shot prediction to identify amino acid substitutions in proteins, showing effectiveness in predicting stability and function changes through benchmarking and experimental validation.

20 citations

protein sequencedeep learning

𝕏 PostBluesky