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Heuristic quantum advantage with peaked circuits,

5 Pith papers cite this work. Polarity classification is still indexing.

5 Pith papers citing it

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2026 5

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Toward Generative Quantum Utility via Correlation-Complexity Map

cs.LG · 2026-03-06 · unverdicted · novelty 7.0

A pre-training diagnostic map based on spectral correlation resemblance to IQP circuits and excess structural complexity identifies suitable datasets like turbulence data for quantum generative models, yielding competitive low-resource performance.

Evaluating System-Level Fidelity with Peaked Random Circuits

quant-ph · 2026-05-25 · unverdicted · novelty 4.0

Peaked random circuits can serve as a high-precision system-level fidelity benchmark for NISQ devices, comparable to quantum volume but with greater sensitivity to interference effects.

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