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Density functional approach to correlated moire states: itinerant magnetism

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arxiv 2005.04238 v1 pith:CWZ2GVHP submitted 2020-05-08 cond-mat.str-el cond-mat.mtrl-sci

classification cond-mat.str-elcond-mat.mtrl-sci
keywords moirepotentialcorrelatedcoulombdensityelectronelectronsfunctional
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Two-dimensional moire superlattices have recently emerged as a fertile ground for creating novel electronic phases of matter with unprecedented control. Despite intensive efforts, theoretical investigation of correlated moire systems has been challenged by the large number of atoms in a superlattice unit cell and the inherent difficulty of treating electron correlation. The physics of correlated moire systems is governed by low-energy electrons in a coarse-grained long-wavelength potential, unlike the singular Coulomb potential of atomically-spaced ions in natural solids. Motivated by the separation between moire and atomic length scales, in this work we apply density functional theory to study directly the continuum model of interacting electrons in the periodic moire potential. Using this quantitatively accurate method, we predict itinerant spin-valley ferromagnetism in transition metal dichalchogenide heterobilayers, which originates from the constructive interplay between moire potential and Coulomb interaction in a two-dimensional electron system.

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    A self-attention neural network wavefunction gives lower variational energies than band-projected exact diagonalization for a moiré electron model and shows a roughly quadratic parameter scaling with electron number.

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