Direct differentiation of the local energy at fixed samples yields an unbiased low-variance estimator for the variational Monte Carlo phase force in complex neural quantum states, with an adaptive mixture extending it to coupled networks and improving results on flux ladders, chiral chains, and frac
Marshall, Antiferromagnetism, Proc
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Exact mapping of Ising-Heisenberg model on extended Lieb lattice to square-lattice Ising model identifies continuous and discontinuous thermal phase transitions confirmed by simulations.
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Low-variance estimators overcome the phase-gradient bottleneck in complex-valued neural quantum states
Direct differentiation of the local energy at fixed samples yields an unbiased low-variance estimator for the variational Monte Carlo phase force in complex neural quantum states, with an adaptive mixture extending it to coupled networks and improving results on flux ladders, chiral chains, and frac
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Continuous and discontinuous transitions in the Ising-Heisenberg model on the extended Lieb lattice in a magnetic field
Exact mapping of Ising-Heisenberg model on extended Lieb lattice to square-lattice Ising model identifies continuous and discontinuous thermal phase transitions confirmed by simulations.