Author

Jean‐Marc Bielser

Merck KGaA, Darmstadt (Germany)ORCID 0000-0002-9931-5920Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:statistical model· 1

Frequent Co-Authors

Alessandro ButtéiD· 1 shared Alessandro Fagnani· 1 shared Chethana Janardhana GadiyariD· 1 shared Claudio MülleriD· 1 shared Fabian FeidliD· 1 shared Jonathan Souquet· 1 shared Mariano Nicolás Cruz BournazouiD· 1 shared Michael SokoloviD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioengineering

Alessandro ButtéORCID

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1 paper

Recent·Most cited

BioengineeringBiotechnology and BioengineeringPeer-reviewedDec 12, 2025

Self-driving development of perfusion processes for monoclonal antibody production

Chethana Janardhana Gadiyar, Claudio Müller, Thomas Vuillemin…·Mariano Nicolás Cruz Bournazou

This paper introduces an autonomous software framework for optimizing monoclonal antibody production by integrating Bayesian design, digital twins, and parallel bioreactors to improve process efficiency.

4 citations

deep learningstatistical model

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