Author

Julian Zabbarov

Hasso Plattner InstituteORCID 0009-0002-5060-7399Unclaimed 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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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Bernhard Y. RenardiD· 1 shared Katharina BaumiD· 1 shared Maximilian Kleissl· 1 shared Pascal IverseniD· 1 shared Simon WitzkeiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Bernhard Y. RenardORCID

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1 paper

Recent·Most cited

Selecting Synthetic Data for Successful Simulation-Based Transfer Learning in Dynamical Biological Systems

Simon Witzke, Julian Zabbarov, Maximilian Kleissl, Pascal Iversen, Bernhard Y. Renard, Katharina Baum

The paper demonstrates how to select synthetic data for transfer learning in dynamical biological systems, showing performance improvements of up to 92% in mean absolute error.

BMC Bioinformatics · May 18, 2026Peer-reviewedBioinformatics