{
  "abstract": "Preprint, not peer reviewed. We evaluate critical heat flux models using campaign-disjoint and source-holdout comparisons on 866 mini/micro-channel observations and 24,579 NRC water-tube observations. A global physics-structured model achieves 17.66% campaign-holdout MAPE versus 21.08% for untrained Katto-Ohno on the original small-channel compilation. Source-holdout results do not establish pooled-error superiority on an unseen source. The study documents target leakage, thermocouple-reference reconstruction, physical-consistency constraints, calibration sensitivity and transfer failures. Operational warning and control studies are explicitly simulated, not hardware validation.\n\nManuscript-only deposit. Original measurements, private source PDFs, correspondence and the private review bundle are excluded. Local analysis paths are provenance identifiers, not public download links. A portable full-pipeline reproduction package is not included. Creator affiliation: BCP Technologies.",
  "abstract_shown": true,
  "affiliations": [
    "BCP Technologies"
  ],
  "article_type": null,
  "arxiv": null,
  "author_total": 1,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Bradley M. Moore",
      "orcid": "0009-0005-3831-4480"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/ame7j6kh5vcmd.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23541553",
  "fulltext_url": null,
  "id": "ame7j6kh5vcmd",
  "issns": [],
  "landing_url": "https://zenodo.org/records/23541553",
  "language": null,
  "licence": "CC-BY-4.0",
  "licence_label": "CC BY 4.0",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [],
  "openalex": null,
  "pdf_url": "https://zenodo.org/api/records/23541553/files/Campaign_Disjoint_CHF_Evaluation_v1.pdf/content",
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-21",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/ame7j6kh5vcmd.ris",
  "sources": [
    {
      "first_seen": "2026-11-04T12:20:56Z",
      "native_id": "23541553",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23541553"
    }
  ],
  "subjects": [],
  "title": "Campaign-disjoint evaluation of physics-structured critical heat flux models: gains, failure modes and data-basis sensitivity",
  "title_text": "Campaign-disjoint evaluation of physics-structured critical heat flux models: gains, failure modes and data-basis sensitivity",
  "type": "preprint",
  "updated_at": "2026-11-04T12:20:56Z",
  "url": "https://research.draconitic.com/paper/ame7j6kh5vcmd",
  "venue": "Zenodo",
  "versions": []
}