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Superconducting Qubit Readout Using Next-Generation Reservoir Computing

quant-ph · 2025-06-18 · unverdicted · novelty 6.0

Reservoir computing using polynomial features from measurement signals achieves up to 50% error reduction on single-qubit and 11% on five-qubit datasets with 100x fewer multiplications than neural networks while reducing crosstalk.

Co-Design quantum simulation of nanoscale NMR

quant-ph · 2022-02-11 · unverdicted · novelty 5.0

Proposes a transmon-based co-designed quantum processor using a central resonator and QCR to enable NISQ simulation of nanoscale NMR with major SWAP reduction and non-unitary hyperpolarization operations.

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