CLAIMSTAB-QC audits 455 comparative claims from 119 quantum-software papers and identifies a materialization gap where only 8 claims provide enough matched evidence for direct auditing, yielding 2 sustained, 4 unresolved, and 2 reversed outcomes.
Qef: Reproducible and exploratory quantum software experiments,
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A systematic analysis of 59 quantum software testing empirical studies reveals highly diverse designs, inconsistent reporting, and open methodological challenges, leading to recommendations for future work.
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.
Introduces a JAX-based framework for pulse-level QML with composable ansatze, end-to-end pulse optimization, and Fourier-analytic diagnostics.
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Auditing Empirical Comparisons in Quantum Software
CLAIMSTAB-QC audits 455 comparative claims from 119 quantum-software papers and identifies a materialization gap where only 8 claims provide enough matched evidence for direct auditing, yielding 2 sustained, 4 unresolved, and 2 reversed outcomes.
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A Methodological Analysis of Empirical Studies in Quantum Software Testing
A systematic analysis of 59 quantum software testing empirical studies reveals highly diverse designs, inconsistent reporting, and open methodological challenges, leading to recommendations for future work.
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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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Software Between Quantum and Machine Learning -- And Down to Pulses
Introduces a JAX-based framework for pulse-level QML with composable ansatze, end-to-end pulse optimization, and Fourier-analytic diagnostics.