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Machine learning framework for assessment of microbial factory performance

Metabolic models can estimate intrinsic product yields for microbial factories, but such frameworks struggle to predict cell performance (including product titer or rate) under suboptimal metabolism and complex bioprocess conditions. On the other hand, machine learning, complementary to metabolic mo...

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Bibliografiske detaljer
Udgivet i:PLoS One
Main Authors: Oyetunde, Tolutola, Liu, Di, Martin, Hector Garcia, Tang, Yinjie J.
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6333410/
https://ncbi.nlm.nih.gov/pubmed/30645629
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0210558
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