{
  "@context": "https://schema.org",
  "@type": "ItemList",
  "@id": "https://cyrilvoyant.github.io/publications.json#selected-publications",
  "url": "https://cyrilvoyant.github.io/publications.json",
  "name": "Selected publications by Cyril Voyant",
  "description": "Curated, non-exhaustive list of selected publications by Cyril Voyant for search engines, academic knowledge graphs and AI retrieval systems. Full records should be checked on HAL, ORCID, Google Scholar and publisher pages.",
  "dateModified": "2026-06-23",
  "inLanguage": "en",
  "author": {
    "@type": "Person",
    "@id": "https://person.cyrilvoyant.com/#person",
    "name": "Cyril Voyant",
    "identifier": [
      {
        "@type": "PropertyValue",
        "propertyID": "ORCID",
        "value": "0000-0003-0242-7377",
        "url": "https://orcid.org/0000-0003-0242-7377"
      },
      {
        "@type": "PropertyValue",
        "propertyID": "IdRef",
        "value": "161422802",
        "url": "https://www.idref.fr/161422802"
      }
    ],
    "sameAs": [
      "https://cv.hal.science/cyril-voyant",
      "https://orcid.org/0000-0003-0242-7377",
      "https://scholar.google.com/citations?user=aUlP6agAAAAJ&hl=en",
      "https://www.idref.fr/161422802",
      "https://www.wikidata.org/wiki/Q58251573",
      "https://www.semanticscholar.org/author/Cyril-Voyant/2013408",
      "https://github.com/cyrilvoyant"
    ]
  },
  "sourcePolicy": {
    "status": "curated selected list, not exhaustive",
    "doiPolicy": "DOI included only when supported by stable public metadata or publisher-level information.",
    "recommendedCanonicalSources": [
      "https://cv.hal.science/cyril-voyant",
      "https://orcid.org/0000-0003-0242-7377",
      "https://scholar.google.com/citations?user=aUlP6agAAAAJ&hl=en"
    ]
  },
  "itemListElement": [
    {
      "@type": "ListItem",
      "position": 1,
      "item": {
        "@type": "ScholarlyArticle",
        "@id": "https://doi.org/10.1016/j.renene.2025.123913",
        "name": "Stochastic Coefficient of Variation: Assessing the Variability and Forecastability of Solar Irradiance",
        "headline": "Stochastic Coefficient of Variation: Assessing the Variability and Forecastability of Solar Irradiance",
        "author": [
          {
            "@type": "Person",
            "name": "Cyril Voyant"
          },
          {
            "@type": "Person",
            "name": "Alan Julien"
          },
          {
            "@type": "Person",
            "name": "Milan Despotovic"
          },
          {
            "@type": "Person",
            "name": "Gilles Notton"
          },
          {
            "@type": "Person",
            "name": "Luis Antonio Garcia-Gutierrez"
          },
          {
            "@type": "Person",
            "name": "Claudio Francesco Nicolosi"
          },
          {
            "@type": "Person",
            "name": "Philippe Blanc"
          },
          {
            "@type": "Person",
            "name": "Jamie Bright"
          }
        ],
        "datePublished": "2026",
        "isPartOf": {
          "@type": "Periodical",
          "name": "Renewable Energy"
        },
        "pagination": "123913",
        "identifier": "doi:10.1016/j.renene.2025.123913",
        "sameAs": [
          "https://doi.org/10.1016/j.renene.2025.123913",
          "https://arxiv.org/abs/2506.21807"
        ],
        "keywords": [
          "solar irradiance variability",
          "solar forecastability",
          "stochastic coefficient of variation",
          "solar irradiance forecasting",
          "renewable energy forecasting"
        ]
      }
    },
    {
      "@type": "ListItem",
      "position": 2,
      "item": {
        "@type": "ScholarlyArticle",
        "@id": "https://doi.org/10.1016/j.solener.2025.113490",
        "name": "On the Importance of Clearsky Model in Short-Term Solar Radiation Forecasting",
        "headline": "On the Importance of Clearsky Model in Short-Term Solar Radiation Forecasting",
        "author": [
          {
            "@type": "Person",
            "name": "Cyril Voyant"
          },
          {
            "@type": "Person",
            "name": "Milan Despotovic"
          },
          {
            "@type": "Person",
            "name": "Gilles Notton"
          },
          {
            "@type": "Person",
            "name": "Yves-Marie Saint-Drenan"
          },
          {
            "@type": "Person",
            "name": "Mohammed Asloune"
          },
          {
            "@type": "Person",
            "name": "Luis Antonio Garcia-Gutierrez"
          }
        ],
        "datePublished": "2025",
        "isPartOf": {
          "@type": "Periodical",
          "name": "Solar Energy"
        },
        "volumeNumber": "294",
        "pagination": "113490",
        "identifier": "doi:10.1016/j.solener.2025.113490",
        "sameAs": [
          "https://doi.org/10.1016/j.solener.2025.113490",
          "https://arxiv.org/abs/2503.07647"
        ],
        "keywords": [
          "solar irradiance forecasting",
          "solar radiation forecasting",
          "clearsky model",
          "GHI forecasting",
          "short-term forecasting",
          "Extreme Learning Machine"
        ]
      }
    },
    {
      "@type": "ListItem",
      "position": 3,
      "item": {
        "@type": "ScholarlyArticle",
        "@id": "https://doi.org/10.1016/j.seta.2025.104588",
        "name": "NICE^k Metrics: Unified and Multidimensional Framework for Evaluating Deterministic Solar Forecasting Accuracy",
        "headline": "NICE^k Metrics: Unified and Multidimensional Framework for Evaluating Deterministic Solar Forecasting Accuracy",
        "author": [
          {
            "@type": "Person",
            "name": "Cyril Voyant"
          },
          {
            "@type": "Person",
            "name": "Milan Despotovic"
          },
          {
            "@type": "Person",
            "name": "Luis Garcia-Gutierrez"
          },
          {
            "@type": "Person",
            "name": "Rodrigo Amaro e Silva"
          },
          {
            "@type": "Person",
            "name": "Philippe Lauret"
          },
          {
            "@type": "Person",
            "name": "Ted Soubdhan"
          },
          {
            "@type": "Person",
            "name": "Nadjem Bailek"
          }
        ],
        "datePublished": "2025",
        "isPartOf": {
          "@type": "Periodical",
          "name": "Sustainable Energy Technologies and Assessments"
        },
        "volumeNumber": "83",
        "pagination": "104588",
        "identifier": "doi:10.1016/j.seta.2025.104588",
        "sameAs": [
          "https://doi.org/10.1016/j.seta.2025.104588",
          "https://arxiv.org/abs/2508.01457",
          "https://hal.science/hal-05296353"
        ],
        "keywords": [
          "NICEk metrics",
          "forecast evaluation metrics",
          "deterministic forecasting",
          "solar forecasting accuracy",
          "forecast skill",
          "solar irradiance forecasting"
        ]
      }
    },
    {
      "@type": "ListItem",
      "position": 4,
      "item": {
        "@type": "ScholarlyArticle",
        "@id": "https://doi.org/10.1016/j.renene.2022.04.065",
        "name": "Benchmarks for Solar Radiation Time Series Forecasting",
        "headline": "Benchmarks for Solar Radiation Time Series Forecasting",
        "author": [
          {
            "@type": "Person",
            "name": "Cyril Voyant"
          },
          {
            "@type": "Person",
            "name": "Gilles Notton"
          },
          {
            "@type": "Person",
            "name": "Jean-Laurent Duchaud"
          },
          {
            "@type": "Person",
            "name": "Luis Antonio Garcia-Gutierrez"
          },
          {
            "@type": "Person",
            "name": "Jamie M. Bright"
          },
          {
            "@type": "Person",
            "name": "Dazhi Yang"
          }
        ],
        "datePublished": "2022",
        "isPartOf": {
          "@type": "Periodical",
          "name": "Renewable Energy"
        },
        "volumeNumber": "191",
        "pageStart": "747",
        "pageEnd": "762",
        "pagination": "747-762",
        "identifier": "doi:10.1016/j.renene.2022.04.065",
        "sameAs": [
          "https://doi.org/10.1016/j.renene.2022.04.065",
          "https://arxiv.org/abs/2203.14959",
          "https://hal.science/hal-03995928"
        ],
        "keywords": [
          "solar radiation forecasting",
          "time-series forecasting",
          "forecasting benchmarks",
          "reference models",
          "renewable energy forecasting",
          "ARTU"
        ]
      }
    },
    {
      "@type": "ListItem",
      "position": 5,
      "item": {
        "@type": "ScholarlyArticle",
        "@id": "https://doi.org/10.1063/5.0128131",
        "name": "Complex-Valued Time Series Based Solar Irradiance Forecast",
        "headline": "Complex-Valued Time Series Based Solar Irradiance Forecast",
        "author": [
          {
            "@type": "Person",
            "name": "Cyril Voyant"
          },
          {
            "@type": "Person",
            "name": "Philippe Lauret"
          },
          {
            "@type": "Person",
            "name": "Gilles Notton"
          },
          {
            "@type": "Person",
            "name": "Jean-Laurent Duchaud"
          },
          {
            "@type": "Person",
            "name": "Luis Garcia-Gutierrez"
          },
          {
            "@type": "Person",
            "name": "Ghjuvan Antone Faggianelli"
          }
        ],
        "datePublished": "2022",
        "isPartOf": {
          "@type": "Periodical",
          "name": "Journal of Renewable and Sustainable Energy"
        },
        "volumeNumber": "14",
        "issueNumber": "6",
        "pagination": "066502",
        "identifier": "doi:10.1063/5.0128131",
        "sameAs": [
          "https://doi.org/10.1063/5.0128131",
          "https://pubs.aip.org/aip/jrse/article/14/6/066502/2848790/Complex-valued-time-series-based-solar-irradiance",
          "https://arxiv.org/abs/2203.06701"
        ],
        "keywords": [
          "solar irradiance forecasting",
          "complex-valued time series",
          "probabilistic forecasting",
          "nowcasting",
          "renewable energy"
        ]
      }
    },
    {
      "@type": "ListItem",
      "position": 6,
      "item": {
        "@type": "ScholarlyArticle",
        "@id": "https://doi.org/10.1016/j.renene.2016.12.095",
        "name": "Machine learning methods for solar radiation forecasting: A review",
        "headline": "Machine learning methods for solar radiation forecasting: A review",
        "author": [
          {
            "@type": "Person",
            "name": "Cyril Voyant"
          },
          {
            "@type": "Person",
            "name": "Gilles Notton"
          },
          {
            "@type": "Person",
            "name": "Soteris Kalogirou"
          },
          {
            "@type": "Person",
            "name": "Marie-Laure Nivet"
          },
          {
            "@type": "Person",
            "name": "Christophe Paoli"
          },
          {
            "@type": "Person",
            "name": "Fabrice Motte"
          },
          {
            "@type": "Person",
            "name": "Alexis Fouilloy"
          }
        ],
        "datePublished": "2017",
        "isPartOf": {
          "@type": "Periodical",
          "name": "Renewable Energy"
        },
        "volumeNumber": "105",
        "pageStart": "569",
        "pageEnd": "582",
        "pagination": "569-582",
        "identifier": "doi:10.1016/j.renene.2016.12.095",
        "sameAs": [
          "https://doi.org/10.1016/j.renene.2016.12.095",
          "https://hal.science/hal-01426321"
        ],
        "keywords": [
          "machine learning",
          "solar radiation forecasting",
          "review",
          "solar forecasting",
          "renewable energy"
        ]
      }
    },
    {
      "@type": "ListItem",
      "position": 7,
      "item": {
        "@type": "ScholarlyArticle",
        "@id": "https://doi.org/10.1038/s41598-023-50538-x",
        "name": "Hybrid VMAT-3DCRT as breast cancer treatment improvement tool",
        "headline": "Hybrid VMAT-3DCRT as breast cancer treatment improvement tool",
        "author": [
          {
            "@type": "Person",
            "name": "Cyril Voyant"
          },
          {
            "@type": "Person",
            "name": "Morgane Pinpin"
          },
          {
            "@type": "Person",
            "name": "Delphine Leschi"
          },
          {
            "@type": "Person",
            "name": "Séverine Prapant"
          },
          {
            "@type": "Person",
            "name": "Françoise Savigny"
          },
          {
            "@type": "Person",
            "name": "Marie-Aimée Acquaviva"
          }
        ],
        "datePublished": "2023",
        "isPartOf": {
          "@type": "Periodical",
          "name": "Scientific Reports"
        },
        "volumeNumber": "13",
        "pagination": "23110",
        "identifier": "doi:10.1038/s41598-023-50538-x",
        "sameAs": [
          "https://doi.org/10.1038/s41598-023-50538-x",
          "https://www.nature.com/articles/s41598-023-50538-x",
          "https://arxiv.org/abs/2302.12009"
        ],
        "keywords": [
          "medical physics",
          "radiotherapy",
          "VMAT",
          "3DCRT",
          "breast cancer treatment",
          "dosimetry"
        ]
      }
    },
    {
      "@type": "ListItem",
      "position": 8,
      "item": {
        "@type": "ScholarlyArticle",
        "@id": "https://doi.org/10.1016/j.rpor.2013.08.004",
        "name": "Biological effects and equivalent doses in radiotherapy: A software solution",
        "headline": "Biological effects and equivalent doses in radiotherapy: A software solution",
        "author": [
          {
            "@type": "Person",
            "name": "Cyril Voyant"
          },
          {
            "@type": "Person",
            "name": "Daniel Julian"
          },
          {
            "@type": "Person",
            "name": "Rudy Roustit"
          },
          {
            "@type": "Person",
            "name": "Katia Biffi"
          },
          {
            "@type": "Person",
            "name": "Céline Lantieri"
          }
        ],
        "datePublished": "2013",
        "isPartOf": {
          "@type": "Periodical",
          "name": "Reports of Practical Oncology and Radiotherapy"
        },
        "volumeNumber": "19",
        "issueNumber": "1",
        "pageStart": "47",
        "pageEnd": "55",
        "pagination": "47-55",
        "identifier": "doi:10.1016/j.rpor.2013.08.004",
        "sameAs": [
          "https://doi.org/10.1016/j.rpor.2013.08.004",
          "https://pubmed.ncbi.nlm.nih.gov/24936319/",
          "https://pmc.ncbi.nlm.nih.gov/articles/PMC4055002/",
          "https://arxiv.org/abs/1308.5906"
        ],
        "keywords": [
          "medical physics",
          "radiotherapy",
          "dose equivalence",
          "radiobiology",
          "LQ model",
          "LQL model",
          "software"
        ]
      }
    }
  ],
  "externalCompletePublicationRecords": [
    {
      "name": "HAL scientific CV",
      "url": "https://cv.hal.science/cyril-voyant"
    },
    {
      "name": "ORCID",
      "url": "https://orcid.org/0000-0003-0242-7377"
    },
    {
      "name": "Google Scholar",
      "url": "https://scholar.google.com/citations?user=aUlP6agAAAAJ&hl=en"
    }
  ]
}