Author

Mariano Nicolás Cruz Bournazou

Technische Universität BerlinORCID 0000-0001-9461-4414Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:E. coli· 1 Approach:experimental assay· 1 Approach:statistical model· 1 Approach:wet-lab / biochemical assay· 1

Frequent Co-Authors

Alessandro ButtéiD· 1 shared Alessandro Fagnani· 1 shared Chethana Janardhana GadiyariD· 1 shared Claudio MülleriD· 1 shared Ernesto MartíneziD· 1 shared Fabian FeidliD· 1 shared Fabian Schröder-KleebergiD· 1 shared Federico Martín MioneiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperBioengineering

Alessandro ButtéORCID

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2 papers

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

𝕏 PostBluesky

BioengineeringComputer-aided chemical engineering/Computer aided chemical engineeringPeer-reviewedJan 1, 2024

Automation of Experimental Workflows for High Throughput Robotic Cultivations

Lucas Kaspersetz, Fabian Schröder-Kleeberg, Federico Martín Mione…·Mariano Nicolás Cruz Bournazou

This work automates experimental workflows for high-throughput robotic cultivations using directed acyclic graphs and Apache Airflow, improving reproducibility and data management in bioprocess engineering.

7 citations

E. coliexperimental assay

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