Fig. 5: Cosine similarities for different hopping descriptions. | npj Computational Materials

Fig. 5: Cosine similarities for different hopping descriptions.

From: A machine learning approach to predict tight-binding parameters for point defects via the projected density of states

Fig. 5: Cosine similarities for different hopping descriptions.

Cosine similarity of the different hopping description, including the complete model (SR+LR), either just the short-range (SR) or the long-range (LR) model, and without any adaptation. The cosine similarity is calculated for the valence (vb), conduction band (cb), and the full PDOS of CN in (a) and CB in (b). The corresponding PDOS of the respective bands can be found in Fig. 6.

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