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quant-ph2026

Symmetrized Block-Product Periodic Marginals in Infinite Translation-Invariant Quantum Chains

Xiao Zeng, Kaiyan Yang, Lingxia Zhang +1

We study local marginals in one-dimensional translation-invariant quantum systems that may hide finite-period structure. Given an -site reduced density matrix, we ask whether it…

quant-ph2026

Contextuality as a Diagnostic of Translation-Symmetry Breaking in Translation-Invariant 1D Hamiltonians

Xiao Zeng, Kaiyan Yang, Lingxia Zhang +1

Bell- and contextuality-type inequalities have become practical probes of many-body quantum correlations, often involving only few-body correlators and quantities with a direct Ham…

quant-ph2026

Local-Observable-Guided Generative Quantum Circuits for Degenerate Ground Spaces

Yiying Chen, Lingxia Zhang, Yanzheng Zhu +3

Searching for degenerate ground spaces in quantum many-body systems is central to understanding spontaneous symmetry breaking and topological order. Although existing numerical met…

quant-ph2025

Variational Optimization for Quantum Problems using Deep Generative Networks

Lingxia Zhang, Xiaodie Lin, Peidong Wang +4

Optimization drives advances in quantum science and machine learning, yet most generative models aim to mimic data rather than to discover optimal answers to challenging problems.…

quant-ph2025

Practical Advantage of Classical Communication in Entanglement Detection

Wen-Bo Xing, Min-Yu Lv, Lingxia Zhang +9

Entanglement is the cornerstone of quantum communication, yet conventional detection relies solely on local measurements. In this work, we present a unified theoretical and experim…