A shallow quantum circuit learned from conserved charges and a single dynamical observable reproduces integrable spin-chain dynamics and suffers less from simulated noise than the original deep circuit.
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Effective Noise Mitigation via Quantum Circuit Learning in Quantum Simulation of Integrable Spin Chains
A shallow quantum circuit learned from conserved charges and a single dynamical observable reproduces integrable spin-chain dynamics and suffers less from simulated noise than the original deep circuit.