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- W4309201507 abstract "We show that neural quantum states based on very deep (4--16-layered) neural networks can outperform state-of-the-art variational approaches on highly frustrated quantum magnets, including quantum-spin-liquid candidates. We focus on group convolutional neural networks (GCNNs) that allow us to impose space-group symmetries on our ansatze. We achieve state-of-the-art ground-state energies for the $J_1-J_2$ Heisenberg models on the square and triangular lattices, in both ordered and spin-liquid phases, and discuss ways to access low-lying excited states in nontrivial symmetry sectors. We also compute spin and dimer correlation functions for the quantum paramagnetic phase on the triangular lattice, which do not indicate either conventional or valence-bond ordering." @default.
- W4309201507 created "2022-11-24" @default.
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- W4309201507 date "2022-11-14" @default.
- W4309201507 modified "2023-09-27" @default.
- W4309201507 title "High-accuracy variational Monte Carlo for frustrated magnets with deep neural networks" @default.
- W4309201507 doi "https://doi.org/10.1103/physrevb.108.054410" @default.
- W4309201507 hasPublicationYear "2022" @default.
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