A compact NQS architecture for VBS and doped sVBS states reaches high fidelity with fewer parameters than standard baselines by using solvable-point-guided designs and explicit spin-hole sector separation.
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2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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Transformer wave functions for the J1-J2 Heisenberg model exhibit size-independent power-law decay of V-score with compute, with the exponent decreasing as frustration increases.
citing papers explorer
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Compact Spin-Charge Separated Neural Quantum States for Valence-Bond States
A compact NQS architecture for VBS and doped sVBS states reaches high fidelity with fewer parameters than standard baselines by using solvable-point-guided designs and explicit spin-hole sector separation.
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Scaling Laws for Neural-Network Quantum States
Transformer wave functions for the J1-J2 Heisenberg model exhibit size-independent power-law decay of V-score with compute, with the exponent decreasing as frustration increases.