Author

Olga Teplytska

University of BonnORCID 0009-0007-1849-0115Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 1

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

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Clemens PeiteriD· 1 shared Jan HasenaueriD· 1 shared Jonas ArrudaiD· 1 shared Ulrich JaehdeiD· 1 shared Yannik SchälteiD· 1 shared

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2023-2023 · peak 1/yr

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1 shared paperSystems Biology

Clemens PeiterORCID

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1 paper

Recent·Most cited

Systems BiologybioRxivPreprintAug 22, 2023

An amortized approach to non-linear mixed-effects modeling based on neural posterior estimation

Jonas Arruda, Yannik Schälte, Clemens Peiter…·Jan Hasenauer

The paper introduces a machine learning approach to non-linear mixed-effects modeling using neural density estimation, demonstrating its flexibility and scalability in cell biology and pharmacology.

4 citations

machine learning (classical)benchmarking

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