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• W2523512104 abstract "Nonlinear autoregressive networks with external input (NARX) and multilayer perceptron (MLP) has been used to predict the activity and protein content for flow-through, washing and elution steps during expanded bed adsorption chromatography of chitosanases produced by Paenibacillus ehimensis. Bed expansion as well as the influence of particulate-containing feedstock study showed a stable bed operation without significant impact on the yield as well as purification factor when the cells were fed to the column. Also, NARXs showed a better performance to predict the chitosanolytic activity as well as total protein than MLPs." @default.
• W2523512104 created "2016-09-30" @default.
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• W2523512104 date "2017-01-01" @default.
• W2523512104 modified "2023-10-16" @default.
• W2523512104 title "Recurrent neural network modeling applied to expanded bed adsorption chromatography of chitosanases produced by Paenibacillus ehimensis" @default.
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• W2523512104 doi "https://doi.org/10.1016/j.cherd.2016.09.022" @default.
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