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Artificial intelligence for artificial materials: moiré atom

Abstract

Moir\é 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\é superlattice potential minimum (the moir\é atom) using a 2D fermionic neural network. We show that strong Coulomb interactions in combination with the anisotropic moir\é potential lead to striking ``Wigner molecule" charge density distributions observable with scanning tunneling microscopy.

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