QuantumPro · Public research infrastructure · Read-only corpus discovery

QuantumPro: 63,238 records. Zero unsupported winners.

QuantumPro’s Quantum Corpus Observatory is an evidence-bounded website for a refreshed quantum-computing arXiv corpus. It helps research agents and human reviewers discover the current corpus, inspect screening hypotheses, follow primary-source records, and distinguish abstract-evidence screening from experimental or funding claims.

63,238-record corpus scope

The public register covers 63,238 unique records selected from quant-ph, cs.ET, cs.DC, physics.comp-ph, and cond-mat.quant-gas. The proven original-submission interval runs from 1 January 2024 through 20 August 2026.

Screening result and evidence boundary

The methodology generated 200 cross-category hypotheses and applied 25 coherence plus 25 overreach abstract-evidence dimensions. No candidate passed the Tier-1 or Tier-1-marginal threshold. Five leading candidates received primary-source review; none supplied a demonstrated two-paper integration mechanism. The register is designed for falsification and discovery, not causal proof, experimental validation, or funding decisions.

Tier-2

Learning/Contextuality-Enhanced Optimization Framework

Learning/Contextuality + Optimization

30
Coherence
26
Overreach
Executive Summary

Integration study combining quantum computing approaches from Learning/Contextuality and Optimization. This fusion explores synergies between Improved Lower Bounds for Learning Quantum Channels in Diamo... and Phases of the $q$-deformed $\mathrm{SU}(N)$ Yang-Mills theor...

Source Papers
arXiv papers used in this proposal
Paper 1
Improved Lower Bounds for Learning Quantum Channels in Diamo
Paper 2
Phases of the $q$-deformed $\mathrm{SU}(N)$ Yang-Mills theor
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Exploratory research potential

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