Author

Prashant Kumar

University of Wisconsin–MadisonORCID 0000-0002-2410-7019Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Prashant Kumar3 papers · Baylor College of Medicine

Biology Disciplines

Click to filter author papers

Systems Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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 Parameswaran RamanathaniD· 1 shared Paul AdamczykiD· 1 shared Philip A. RomeroiD· 1 shared Ramon Bonela AndradeiD· 1 shared Xiaolin ZhangiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperSystems Biology

Jennifer L. ReedORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

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

Prashant Kumar, Paul Adamczyk, Xiaolin Zhang, Ramon Bonela Andrade, Philip A. Romero, Parameswaran Ramanathan, 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.

Metabolic Engineering · Sep 1, 2021Peer-reviewedSystems Biology