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Artificial intelligence for artificial materials: moiré atom

Di Luo,Aidan P. Reddy,T. Devakul,L. Fu

2023 · DOI: 10.48550/arXiv.2303.08162
arXiv.org · 5 Citations

TLDR

It is shown that strong Coulomb interactions in combination with the anisotropic moir'e potential lead to striking ``Wigner molecule" charge density distributions observable with scanning tunneling microscopy.

Abstract

Moir'e engineering in atomically thin van der Waals heterostructures creates artificial quantum materials with designer properties. We solve the many-body problem of interacting electrons confined to a moir'e superlattice potential minimum (the moir'e atom) using a 2D fermionic neural network. We show that strong Coulomb interactions in combination with the anisotropic moir'e potential lead to striking ``Wigner molecule"charge density distributions observable with scanning tunneling microscopy.