Author

Parameswaran Ramanathan

University of Wisconsin–MadisonORCID 0000-0003-3457-139XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 1

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Research Focus:drug response / drug discovery· 1 Organism:E. coli· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1 Approach:optimal transport· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Jennifer L. ReediD· 1 shared Paul AdamczykiD· 1 shared Philip A. RomeroiD· 1 shared Prashant KumariD· 1 shared Ramon Bonela AndradeiD· 1 shared Xiaolin ZhangiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperSystems Biology

Jennifer L. ReedORCID

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1 paper

Recent·Most cited

Systems BiologyMetabolic EngineeringPeer-reviewedSep 1, 2021

Active and machine learning-based approaches to rapidly enhance microbial chemical production

Prashant Kumar, Paul Adamczyk, Xiaolin Zhang…·Jennifer L. Reed

This work introduces ActiveOpt, a machine learning approach that reduces the number of experiments needed to optimize microbial chemical production in Escherichia coli.

35 citations

E. colimetagenomics

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