Machine‐Learning‐Based Exploration of Bending Flexoelectricity in Novel 2D Van der Waals Bilayers

Accurate examination of electricity generation stemming from higher‐order deformation (flexoelectricity) in 2D layered materials is a highly challenging task to be investigated with either conventional computational or experimental tools. To address this challenge herein an innovative and computatio...

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Veröffentlicht in:	Advanced energy materials 2022-08, Vol.12 (32), p.n/a
Hauptverfasser:	Javvaji, Brahmanandam, Zhuang, Xiaoying, Rabczuk, Timon, Mortazavi, Bohayra
Format:	Artikel
Sprache:	eng
Schlagworte:	bending deformation Bending machines Bilayers charge‐dipole model Density functional theory Dipoles Energy conversion Energy harvesting flexoelectricity Heterostructures Interaction parameters Layered materials Machine learning Piezoelectricity Software Tensors Transition metal compounds van der Waals bilayers
Online-Zugang:	Volltext
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