Articles with "advances constraint" as a keyword



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Recent advances in constraint and machine learning-based metabolic modeling by leveraging stoichiometric balances, thermodynamic feasibility and kinetic law formalisms.

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Published in 2020 at "Metabolic engineering"

DOI: 10.1016/j.ymben.2020.11.013

Abstract: Understanding the governing principles behind organisms' metabolism and growth underpins their effective deployment as bioproduction chassis. A central objective of metabolic modeling is predicting how metabolism and growth are affected by both external environmental factors… read more here.

Keywords: metabolic modeling; machine learning; constraint machine; recent advances ... See more keywords