quant-ph · 2026-06-25 · No. 34
Quantum Physics, 2026-06-25.
1 new papers in quant-ph. Titles, authors,
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01 — The papers
1 entries-
01
Two-dimensional Hyperbolic RNN Neural Quantum State
H. L. Dao
quant-ph · cond-mat.dis-nn · cs.LG · physics.comp-ph
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) and benchmark its performance against the Euclidean 2DRNN in the paradigmatic $N\times N$ 2D Transverse Field Ising Model (2DTFIM) setting with different lattice sizes up to $N=12$ and at different transverse magnetic field strengths. We find that hyperbolic...
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