Author

Michael Ingram

Amgen (United States)

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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Systems Biology· 1

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Assay:metabolomics· 1

Frequent Co-Authors

Cleo KontoravdiiD· 1 shared Coral Fung ShekiD· 1 shared Elçin IçteniD· 1 shared Fabrice SchlegeliD· 1 shared Jasmine TatiD· 1 shared Miguel Á. Valderrama-GómeziD· 1 shared Nathan E. LewisiD· 1 shared Pablo A. Rolandi· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperSystems Biology

Cleo KontoravdiORCID

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1 paper

Recent·Most cited

COSMIC-dFBA: A novel multi-scale hybrid framework for bioprocess modeling

Saratram Gopalakrishnan, William Johnson, Miguel Á. Valderrama-Gómez, Elçin Içten, Jasmine Tat, Michael Ingram, Coral Fung Shek, Pik Kay Chan, Fabrice Schlegel, Pablo A. Rolandi, Cleo Kontoravdi, Nathan E. Lewis

COSMIC-dFBA predicts cell density, antibody titer, and metabolite concentrations in bioreactors by integrating machine learning with genome-scale metabolic models.

Metabolic Engineering · Feb 20, 2024Peer-reviewedSystems Biology