A neural network pipeline ranks plausible multistep metabolic pathways after training binary classifiers on real versus artificially generated reactions from public databases and enzymatic templates.
Atlas of biochemistry: a repository of all possible biochemical reactions for synthetic biology and metabolic engineering studies.ACS synthetic biology, 5(10):1155–1166
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Computational framework for multistep metabolic pathway design
A neural network pipeline ranks plausible multistep metabolic pathways after training binary classifiers on real versus artificially generated reactions from public databases and enzymatic templates.