Author

Niklas Neubrand

University of FreiburgORCID 0000-0002-4353-1181Unclaimed 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:benchmark study· 1 Approach:simulation· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Clemens KreutziD· 2 shared Jens TimmeriD· 2 shared Daniel WeindliD· 1 shared Dilan PathiranaiD· 1 shared Domagoj DorešićiD· 1 shared Frank BergmanniD· 1 shared Harald BinderiD· 1 shared Jan HasenaueriD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 38 mutual co-author links

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2 shared papersSystems Biology

Clemens KreutzORCID

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2 papers

Recent·Most cited

Systems BiologyPLoS Computational BiologyPeer-reviewedSep 30, 2026

PEtab Select: specification standard and supporting software for automated model selection

Dilan Pathirana, Frank Bergmann, Domagoj Dorešić…·with the PEtab Select community

PEtab Select provides a standardized format and software for automated model selection in systems biology, supporting diverse modeling frameworks and enabling efficient evaluation of large model spaces.

3 citationstop 3%

statistical modelbenchmark study

𝕏 PostBluesky

Systems BiologyBioinformatics AdvancesPeer-reviewedJan 1, 2026

1100 Synthetic Benchmark Problems for Dynamic Modeling of Cellular Processes

Niklas Neubrand, Timo Rachel, Tim Litwin…·Moritz Hess

The paper introduces 1100 synthetic benchmark problems for dynamic cellular process modeling to improve algorithm evaluation.

1 citation

simulationbenchmarking

𝕏 PostBluesky