Author

Irsan Kooi

DSM-Firmenich AG (Switzerland)

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:Bayesian inference· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:proteomics· 1 Organism:yeast· 1

Frequent Co-Authors

Joep P. J. Schmitz· 1 shared Moniek Jonkers· 1 shared Paul van LentiD· 1 shared Priscilla ZwartjensiD· 1 shared Rianne van der Hoek· 1 shared Sara Moreno PaziD· 1 shared Thomas AbeeliD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioengineering

Joep P. J. Schmitz

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1 paper

Recent·Most cited

Machine Learning-Assisted Pathway Optimization in Large Combinatorial Design Spaces: a p-Coumaric Acid Case Study

Thomas Abeel, Paul van Lent, Rianne van der Hoek, Joep P. J. Schmitz, Sara Moreno Paz, Irsan Kooi, Moniek Jonkers, Priscilla Zwartjens

This paper applies a machine learning-assisted recommendation strategy with exploration-exploitation balance to optimize p-coumaric acid production in yeast, achieving a 137% increase over parent strains.

bioRxiv · Jun 13, 2025 · PreprintBioengineering