Fig. 8: Finetuned BECs for the PbTiO3 and external field response of the paraelectric phase. | npj Computational Materials

Fig. 8: Finetuned BECs for the PbTiO3 and external field response of the paraelectric phase.

From: Machine learning interatomic potential can infer electrical response

Fig. 8

a Comparison of DFT BEC and LES BEC using the potential that is trained 354 structures with energy, forces, and BEC. b P-\({\mathcal{E}}\) hysteresis loop computed from CACE-LR MD simulations under different external electric fields for the paraelectric phase at 1000 K.

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