Phase C: Prospective Methodology and Preregistration Snapshot for KMnO4-Sugar TRS Mechanism-Space Analysis and Audited C0 Synthetic Dataset
This Zenodo v2 snapshot locks the RA2 methodology, parameter register, preregistration materials, and audited C0 dataset evidence for KMnO4-sugar time-resolved spectroscopy mechanism-space analysis. It includes the methodology plan, parameter justification register, preregistration draft, Step 0 generator-audit outputs, Step 1 family/topology tables, manifests, reproducibility records, and SHA256 hashes for the generated C0 dataset. The snapshot documents the synthetic-manifold workflow, filtered catalogue-ladder analyses, generator-audit gates, real-sugar preprocessing plan, scattering-like background audit, seed-stability plan, EfficientNetV2-S architecture comparator, citation requirements, and statistical controls before downstream confirmatory analysis of the real spectra. Large dataset arrays are not included in this upload; their identity is locked through hashes, audit outputs, and manifests.
Authors
- José Rafael Noriega Cedeño (ORCID: https://orcid.org/0009-0003-5258-9611)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-05-28
- DOI
- https://doi.org/10.5281/zenodo.20433926
- Primary Topic
- Machine Learning in Materials Science
- Type
- article
- Field-Weighted Citation Impact
- 0.00