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
25
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 What Is the Minimum Number of Parameters Required to Represe...

Source Papers
arXiv papers used in this proposal
Paper 1
Improved Lower Bounds for Learning Quantum Channels in Diamo
Paper 2
What Is the Minimum Number of Parameters Required to Represe
Recommendation

Requires significant integration work

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