{
  "abstract": "The chemical bond has no unique quantum-mechanical observable, and energetic, orbital/wavefunction, 9 and electron-density analyses can therefore agree, specialize, or apparently conflict. In this work, we ask 10 whether unsupervised machine learning can reveal a simpler physicochemical organization beneath this 11",
  "abstract_shown": true,
  "affiliations": [
    "Research Computing Center",
    "University of North Carolina",
    "Department of Chemistry"
  ],
  "article_type": null,
  "arxiv": null,
  "author_total": 1,
  "authors": [
    {
      "affs": [
        0,
        1,
        2
      ],
      "name": "Shubin Liu",
      "orcid": "0000-0001-9331-0427"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/dsfz4qtzdzrrd.bib",
  "cited_by": 0,
  "doi": "10.26434/chemrxiv.15010680/v1",
  "fulltext_url": null,
  "id": "dsfz4qtzdzrrd",
  "issns": [],
  "landing_url": "https://chemrxiv.org/doi/full/10.26434/chemrxiv.15010680/v1",
  "language": null,
  "licence": "CC-BY",
  "licence_label": "CC BY",
  "licence_source": "journal",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [
    [
      "openalex",
      "2505|Machine Learning in Materials Science"
    ]
  ],
  "openalex": "W7222995071",
  "pdf_url": "https://chemrxiv.org/doi/pdf/10.26434/chemrxiv.15010680/v1",
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-19",
  "publisher": "American Chemical Society (ACS)",
  "ris": "https://research.draconitic.com/paper/dsfz4qtzdzrrd.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:17:24Z",
      "native_id": "10.26434/chemrxiv.15010680",
      "source": "chemrxiv",
      "url": "https://chemrxiv.org/doi/full/10.26434/chemrxiv.15010680/v1"
    }
  ],
  "subjects": [
    {
      "field": "chemistry",
      "origin": "openalex:2505|Machine Learning in Materials Science",
      "subfield": "materials-polymers"
    }
  ],
  "title": "A Hierarchical Latent Architecture of the Chemical Bond Revealed",
  "title_text": "A Hierarchical Latent Architecture of the Chemical Bond Revealed",
  "type": "preprint",
  "updated_at": "2026-10-30T12:17:24Z",
  "url": "https://research.draconitic.com/paper/dsfz4qtzdzrrd",
  "venue": "ChemRxiv",
  "versions": []
}