{
  "abstract": "We have developed a data-driven modelling approach to optimising the electrolyte in photochromic dye-sensitized solar cells and have succeeded in simultaneously optimising their visible transmittance and power conversion efficiency.",
  "abstract_shown": true,
  "affiliations": [],
  "article_type": null,
  "arxiv": null,
  "author_total": 7,
  "authors": [
    {
      "name": "Johan Liotier"
    },
    {
      "name": "Antonio Riquelme"
    },
    {
      "name": "Valid Mwalukuku"
    },
    {
      "name": "Quentin Huaulmé"
    },
    {
      "name": "Yann Kervella"
    },
    {
      "name": "Renaud Demadrille"
    },
    {
      "name": "Cyril Aumaître"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/ba9pawsz2j555.bib",
  "cited_by": 10,
  "doi": "10.1039/d4mh01375a",
  "fulltext_url": null,
  "id": "ba9pawsz2j555",
  "issns": [
    "2051-6347"
  ],
  "landing_url": "https://hal.science/hal-05775107v1",
  "language": "en",
  "licence": "CC-BY-NC",
  "licence_label": "CC BY-NC",
  "licence_source": "journal",
  "licence_url": "https://creativecommons.org/licenses/by-nc/4.0/",
  "metadata_licence": null,
  "native_subjects": [
    [
      "hal",
      "0.chim"
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      "hal",
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    ],
    [
      "openalex",
      "2105|TiO2 Photocatalysis and Solar Cells"
    ]
  ],
  "openalex": "W4408228939",
  "pdf_url": "https://pubs.rsc.org/en/content/articlepdf/2025/mh/d4mh01375a",
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-02",
  "publisher": "the Royal Society of Chemistry",
  "ris": "https://research.draconitic.com/paper/ba9pawsz2j555.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:17:46Z",
      "native_id": "hal-05775107",
      "source": "hal",
      "url": "https://hal.science/hal-05775107v1"
    }
  ],
  "subjects": [
    {
      "field": "chemistry",
      "origin": "hal:0.chim",
      "subfield": "general"
    }
  ],
  "title": "Data-driven modelling for electrolyte optimisation in dye-sensitised solar cells and photochromic solar cells",
  "title_text": "Data-driven modelling for electrolyte optimisation in dye-sensitised solar cells and photochromic solar cells",
  "type": "peer-reviewed",
  "updated_at": "2026-10-30T12:17:46Z",
  "url": "https://research.draconitic.com/paper/ba9pawsz2j555",
  "venue": "Materials Horizons",
  "versions": []
}