Author

Simon Witzke

Hasso Plattner InstituteORCID 0009-0002-7596-1730Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1

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Bernhard Y. RenardiD· 1 shared Julian ZabbaroviD· 1 shared Katharina BaumiD· 1 shared Maximilian Kleissl· 1 shared Pascal IverseniD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Bernhard Y. RenardORCID

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1 paper

Recent·Most cited

BioinformaticsBMC BioinformaticsPeer-reviewedMay 18, 2026

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

Simon Witzke, Julian Zabbarov, Maximilian Kleissl…·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.

1 citation

machine learning (classical)benchmarking

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