Modeling of the pyruvate production with Escherichia coli : comparison of mechanistic and neural networks-based models

Three different models: the unstructured mechanistic black-box model, the input-output neural network-based model and the externally recurrent neural network model were used to describe the pyruvate production process from glucose and acetate using the genetically modified Escherichia coli YYC202 ld...

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