Author

Shanti Pijeaud

Sartorius (Germany)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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:mechanistic / dynamical model· 1 Assay:metabolomics· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Anne RichelleiD· 1 shared Anton Vernersson· 1 shared Athanasios AntonakoudisiD· 1 shared David Andersson· 1 shared Jesper Jakobsson· 1 shared Johan TryggiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioengineering

Anne RichelleORCID

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1 paper

Recent·Most cited

A Hybrid Modeling Framework for Predictive Digital Twins of CHO Cell Culture

Anne Richelle, David Andersson, Athanasios Antonakoudis, Jesper Jakobsson, Shanti Pijeaud, Anton Vernersson, Johan Trygg

The paper develops a hybrid modeling framework for predicting CHO cell culture digital twins by integrating ODE models, metabolic constraints, and machine learning trained on Bayesian-estimated metabolic rates.

Computational and Structural Biotechnology Journal · Mar 1, 2026Peer-reviewedBioengineering