most citedEntanglement area law and Lieb-Schultz-Mattis theorem in long-range interacting systems, and symmetry-enforced long-range entanglement

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quant-ph2025

Noise-strength-adapted approximate quantum codes inspired by machine learning

Shuwei Liu, Shiyu Zhou, Zi-Wen Liu +1

We demonstrate that machine learning provides a powerful tool for discovering new approximate quantum error-correcting (AQEC) codes beyond conventional algebraic frameworks. Buildi…