Author

André Gergs

Bayer (Germany)ORCID 0000-0002-1752-1342Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Pharmacology & Toxicology· 1

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Approach:Bayesian inference· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Nina Cedergreen GiD· 1 shared Sandrine CharlesiD· 1 shared Thomas Kleiber· 1 shared Virgile BaudrotiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperPharmacology & Toxicology

Nina Cedergreen GORCID

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1 paper

Recent·Most cited

Pharmacology & ToxicologyPLoS Computational BiologyPeer-reviewedNov 10, 2025

A Bayesian Neural Ordinary Differential Equations Framework to Study the Effects of Chemical Mixtures on Survival

Virgile Baudrot, Nina Cedergreen G, Thomas Kleiber…·Sandrine Charles

The paper introduces a Bayesian neural ODE framework to predict the effects of chemical mixtures on survival, showing improved modeling of complex interactions in toxicology.

2 citations

deep learningBayesian inference

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