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

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
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article

Phase C: Prospective Methodology and Preregistration Snapshot for KMnO4-Sugar TRS Mechanism-Space Analysis and Audited C0 Synthetic Dataset

José Rafael Noriega Cedeño
Zenodo (CERN European Organization for Nuclear Research)
Machine Learning in Materials Science
article

Phase C: Prospective Methodology and Preregistration Snapshot for KMnO4-Sugar TRS Mechanism-Space Analysis and Audited C0 Synthetic Dataset

José Rafael Noriega Cedeño
article en

Abstract

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.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 12%
Machine Learning in Materials Science
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Phase C: Prospective Methodology and Preregistration Snapshot for KMnO4-Sugar TRS Mechanism-Space Analysis and Audited C0 Synthetic Dataset — José Rafael Noriega Cedeño · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS