Systematic review of 81 QEM papers finds only 25% use inferential methods and demonstrates via ZNE case studies that parameter sensitivity and temporal drift can create illusory performance gains.
Out of the Loop: Structural Approximation of Optimisation Landscapes and non-Iterative Quantum Optimisation,
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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quant-ph 2years
2026 2representative citing papers
Introduces a toolbox for studying energy gaps, eigenstate structure, and optimization dynamics in quantum annealing formulations of database problems.
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Claim against Measurement: Statistical Artefacts in Quantum Error Mitigation Benchmarks
Systematic review of 81 QEM papers finds only 25% use inferential methods and demonstrates via ZNE case studies that parameter sensitivity and temporal drift can create illusory performance gains.
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A Toolbox to Understand the Physics of Quantum Data Management
Introduces a toolbox for studying energy gaps, eigenstate structure, and optimization dynamics in quantum annealing formulations of database problems.