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quant-ph 1

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Quantum Machine Learning for State Tomography Using Classical Data

quant-ph · 2025-07-01 · unverdicted · novelty 6.0

A variational quantum circuit trained solely on classical measurement outcomes reconstructs diverse quantum states including GHZ, spin-chain ground states, and random circuits with fidelities above 90% on simulators and real NISQ hardware.

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  • Quantum Machine Learning for State Tomography Using Classical Data quant-ph · 2025-07-01 · unverdicted · none · ref 75

    A variational quantum circuit trained solely on classical measurement outcomes reconstructs diverse quantum states including GHZ, spin-chain ground states, and random circuits with fidelities above 90% on simulators and real NISQ hardware.