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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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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Oyetunde, Tolutola, Liu, Di, Martin, Hector Garcia, Tang, Yinjie J.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2019
Assuntos:
Acesso em linha: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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