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Equivariant graph neural networks for fast electron density estimation of molecules, liquids, and solids.npj Computational Materials 2022 8:1, 8(1):183–, 8 2022

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Expander attention as exchange-correlation

quant-ph · 2026-05-11 · unverdicted · novelty 6.0

An expander-graph-transformer ansatz yields a linear-scaling non-local XC functional that recovers the H2 dissociation curve in the strongly correlated regime and gives promising results on planar H4.

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  • Expander attention as exchange-correlation quant-ph · 2026-05-11 · unverdicted · none · ref 35

    An expander-graph-transformer ansatz yields a linear-scaling non-local XC functional that recovers the H2 dissociation curve in the strongly correlated regime and gives promising results on planar H4.