Learning the electronic density of states in condensed matter

The electronic density of states (DOS) quantifies the distribution of the energy levels that can be occupied by electrons in a quasiparticle picture, and is central to modern electronic structure theory. It also underpins the computation and interpretation of experimentally observable material prope...

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Veröffentlicht in:	arXiv.org 2020-11
Hauptverfasser:	Chiheb Ben Mahmoud, Anelli, Andrea, Csányi, Gábor, Ceriotti, Michele
Format:	Artikel
Sprache:	eng
Schlagworte:	Amorphous silicon Condensed matter physics Configurations Density functional theory Density of states Electrical resistivity Electronic structure Energy distribution Energy levels Feature extraction Fermi level Machine learning Material properties Optical properties Physics - Materials Science Statistics - Machine Learning Systematic errors
Online-Zugang:	Volltext
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