Author

Clemens Giegerich

Sanofi (Germany)ORCID 0000-0001-6124-5915Unclaimed 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:drug response / drug discovery· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Organism:rat· 1

Frequent Co-Authors

Christoph GrebneriD· 1 shared Felix JostiD· 1 shared Hans MatteriD· 1 shared Henrik CordesiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperSystems Biology

Christoph GrebnerORCID

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1 paper

Recent·Most cited

Systems BiologyCPT Pharmacometrics & Systems PharmacologyPeer-reviewedApr 23, 2026

Machine Learning Meets Pharmacokinetics: A Comparative Analysis of Predictive Models for Plasma Concentration-Time Profiles

Felix Jost, Clemens Giegerich, Christoph Grebner…·Henrik Cordes

This paper compares predictive models for rat plasma concentration-time profiles, finding that physics-informed neural networks outperform other methods, especially with limited data.

2 citations

ratmachine learning (classical)

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