Fig. 10: Explanation of pre-trained and TL-based NNs. | npj Advanced Manufacturing

Fig. 10: Explanation of pre-trained and TL-based NNs.

From: Transfer learning assessment of small datasets relating manufacturing parameters with electrochemical energy cell component properties

Fig. 10

Training scheme of a NN on (a) source dataset (Graphite-based electrodes for the experimental LIB electrode manufacturing dataset, and GDL200 for the stochastically generated GDL dataset), and then used for a (b) TL approach adding an extra layer for the target dataset (Si-Gra and NMC electrode datasets for the experimental LIB electrode manufacturing dataset, and GDL1000 for the stochastically generated GDL dataset).

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