Author

Clemens Peiter

University of BonnORCID 0009-0008-0140-488XUnclaimed 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· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Jan HasenaueriD· 2 shared Carlotta ZunarelliiD· 1 shared Emma SalaiD· 1 shared Evelina TacconelliiD· 1 shared Giuseppe De PalmaiD· 1 shared Jonas ArrudaiD· 1 shared Mahsa AbediniiD· 1 shared Michelle B. HansoniD· 1 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 31 mutual co-author links

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2 shared papersSystems Biology

Jan HasenauerORCID

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2 papers

Recent·Most cited

Systems BiologybioRxivPreprintJun 12, 2026

Linking Host Covariates to COVID-19 Vaccine-Induced Antibody Dynamics in a Large Healthcare Worker Cohort

Clemens Peiter, Emma Sala, Giuseppe De Palma…·Jan Hasenauer

The paper models antibody dynamics after COVID-19 vaccination in healthcare workers, finding that age, sex, and prior infection significantly affect antibody levels over time.

DOI 10.64898/2026.06.11.731600

humanbulk RNA-seq

𝕏 PostBluesky

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

𝕏 PostBluesky