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Is attention all you need to solve the correlated electron problem?

cond-mat.str-el · 2025-02-07 · conditional · novelty 6.0

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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  • Is attention all you need to solve the correlated electron problem? cond-mat.str-el · 2025-02-07 · conditional · none · ref 8

    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.