Author

Maryam Sabzevari

Aalto UniversityORCID 0000-0002-7161-841XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:drug response / drug discovery· 1 Organism:E. coli· 1 Approach:machine learning (classical)· 1 Assay:metabolomics· 1 Organism:yeast· 1

Frequent Co-Authors

Juho RousuiD· 1 shared Merja E. PenttiläiD· 1 shared Paula JouhteniD· 1 shared Sándor SzedmákiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Juho RousuORCID

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1 paper

Recent·Most cited

BioinformaticsPLoS Computational BiologyPeer-reviewedJun 3, 2022

Strain design optimization using reinforcement learning

Maryam Sabzevari, Sándor Szedmák, Merja E. Penttilä…·Juho Rousu

This paper uses multi-agent reinforcement learning to optimize microbial strain production, showing improved convergence and stability in synthetic biology applications.

47 citations

yeastE. coli

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