Phase A: Prospective Methodology and Preregistration Snapshot for KMnO4-Sugar TRS Mechanism-Space Analysis
This Phase A snapshot freezes the prospective RA2 methodology and preregistration materials for KMnO4-sugar time-resolved spectroscopy mechanism-space analysis. It includes the methodology plan, parameter justification register, preregistration draft, manifest, and SHA256 hashes. The snapshot defines the synthetic-manifold workflow, filtered catalogue-ladder analyses, generator-audit gates, seed-stability plan, EfficientNetV2-S architecture comparator, citation requirements, and statistical controls before full-scale C0 generation or confirmatory analysis.
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.20433927
- Primary Topic
- Machine Learning in Materials Science
- Type
- article
- Field-Weighted Citation Impact
- 0.00