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10 Pith papers cite this work. Polarity classification is still indexing.

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Scaling Laws for Neural-Network Quantum States

cond-mat.dis-nn · 2026-06-01 · unverdicted · novelty 6.0

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.

Beyond Variational Bias: Resolving Intertwined Orders in the Hubbard Model

cond-mat.str-el · 2026-04-23 · unverdicted · novelty 6.0

Three Transformer backflow fermionic wave functions for the finite-doping Hubbard model converge, after accuracy improvements, to the same state with coexisting superconducting and stripe orders, demonstrating that variational energy is insufficient to identify the ground state.

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