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integrable spin chains 1noise mitigation 1quantum circuit learning 1quantum simulation 1variational quantum algorithms 1

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quant-ph2026

Effective Noise Mitigation via Quantum Circuit Learning in Quantum Simulation of Integrable Spin Chains

Wenlong Zhao, Yimeng Zhang, Yan Guo +3

The paper introduces a noise‑mitigation approach for near‑term quantum devices that uses Quantum Circuit Learning to train shallow variational circuits to approximate deeper time‑e…