heisenberg spin models 1hyperbolic neural networks 1neural quantum states 1non-euclidean geometry 1variational monte carlo 1
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quant-ph2026
New non-Euclidean neural quantum states from hyperbolic Lorentz recurrent architectures
H. L. Dao
The paper introduces new hyperbolic recurrent neural network architectures (Poincaré RNN, Lorentz RNN, Lorentz GRU) for neural quantum states and shows they consistently outperform…
quant-ph2026
Two-dimensional Hyperbolic RNN Neural Quantum State
H. L. Dao
In the first part of this work, we construct the first type of two-dimensional (2D) hyperbolic neural quantum state (NQS) in the form of the Lorentz 2DRNN (Recurrent Neural Network…