{
  "abstract": "The relationship between synthesis parameters, porosity, and H 2 uptake in activated carbons is a field of significant investigation and discussion. Conclusions about these relationships are typically drawn from limited datasets of carbons produced for a given publication, and are not able to consider the interplay between various synthesis parameters and properties of the resultant turbostratic carbons. We present the first attempt at understanding the relationship between synthesis parameters and H 2 uptake capacity in turbostratic carbons, using the single point pore volume as a proxy due to the dearth of available high pressure H 2 isotherms. The methods used herein have exploited a dataset of 237 samples to determine the most important synthesis parameters in determining the porosity of the product and thus their suitability for high pressure H 2 storage applications.",
  "abstract_shown": true,
  "affiliations": [
    "Department of Applied Physics",
    "Aalto University",
    "Nanolayers OÜ",
    "Department of Physics and Astronomy",
    "University College London",
    "School of Chemistry",
    "University of Nottingham"
  ],
  "article_type": null,
  "arxiv": null,
  "author_total": 4,
  "authors": [
    {
      "name": "L Scott Blankenship",
      "orcid": "0000-0003-1158-3144"
    },
    {
      "affs": [
        0,
        1,
        2
      ],
      "name": "Filippo Federici Canova",
      "orcid": "0009-0000-3706-4444"
    },
    {
      "affs": [
        2,
        3,
        4
      ],
      "name": "David Gao",
      "orcid": "0000-0002-9720-7627"
    },
    {
      "affs": [
        5,
        6
      ],
      "name": "Robert Mokaya",
      "orcid": "0000-0001-6349-6785"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/6pyk3bt61cjbz.bib",
  "cited_by": 0,
  "doi": "10.26434/chemrxiv.15010972/v1",
  "fulltext_url": null,
  "id": "6pyk3bt61cjbz",
  "issns": [],
  "landing_url": "https://chemrxiv.org/doi/full/10.26434/chemrxiv.15010972/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|Hydrogen Storage and Materials"
    ]
  ],
  "openalex": "W7223275878",
  "pdf_url": "https://chemrxiv.org/doi/pdf/10.26434/chemrxiv.15010972/v1",
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-23",
  "publisher": "American Chemical Society (ACS)",
  "ris": "https://research.draconitic.com/paper/6pyk3bt61cjbz.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:17:26Z",
      "native_id": "10.26434/chemrxiv.15010972",
      "source": "chemrxiv",
      "url": "https://chemrxiv.org/doi/full/10.26434/chemrxiv.15010972/v1"
    }
  ],
  "subjects": [
    {
      "field": "chemistry",
      "origin": "openalex:2505|Hydrogen Storage and Materials",
      "subfield": "materials-polymers"
    }
  ],
  "title": "Understanding the Relationship Between Synthetic Conditions and H ₂ Uptake Capacity in Oxidatively Activated Turbostratic Carbons through Machine Learning",
  "title_text": "Understanding the Relationship Between Synthetic Conditions and H ₂ Uptake Capacity in Oxidatively Activated Turbostratic Carbons through Machine Learning",
  "type": "preprint",
  "updated_at": "2026-10-30T12:17:26Z",
  "url": "https://research.draconitic.com/paper/6pyk3bt61cjbz",
  "venue": "ChemRxiv",
  "versions": []
}