quant-ph · 2026-05-28 · No. 11
Quantum Physics, 2026-05-28.
1 new papers in quant-ph. Titles, authors,
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01 — The papers
1 entries-
01
Latent-Conditioned Parameterized Quantum Circuits as Universal Approximators for Distributions over Quantum States
Quoc Hoan Tran, Koki Chinzei, Yasuhiro Endo, Hirotaka Oshima
quant-ph · cs.LG
Many applications in quantum simulation, quantum chemistry, and quantum machine learning require not a single quantum state but an ensemble of states characterizing the heterogeneity of a target system. Preparing such ensembles state-by-state is prohibitive in both variational and fault-tolerant settings, motivating a generative-modeling approach. We introduce latent-conditioned parameterized quantum circuits (LPQCs), a hybrid...
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