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2026

• Quality control of tilted solar irradiance: Asystematic and generalizable procedure
  Asloune, Mohammed; Notton, Gilles; Voyant, Cyril
  Renewable Energy 259, 125090, 2026

  BibTeX · DOI 10.1016/j.renene.2025.125090 · key Asloune2026Quality

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  @article{Asloune2026Quality,
    author      = {Asloune, Mohammed and Notton, Gilles and Voyant, Cyril},
    title       = {Quality control of tilted solar irradiance: Asystematic and generalizable procedure},
    journal     = {Renewable Energy},
    year        = {2026},
    month       = mar,
    volume      = {259},
    pages       = {125090},
    publisher   = {Elsevier BV},
    issn        = {0960-1481},
    doi         = {10.1016/j.renene.2025.125090},
    url         = {https://doi.org/10.1016/j.renene.2025.125090},
  }
  

• Tunnel Load Simulator: A Monte Carlo framework for synthetic electrical demand modeling of road tunnels
  El-Houari, Haytham; Voyant, Cyril
  SoftwareX 35, 102946, 2026

  BibTeX · DOI 10.1016/j.softx.2026.102946 · key ElHouari2026Tunnel

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  @article{ElHouari2026Tunnel,
    author      = {El-Houari, Haytham and Voyant, Cyril},
    title       = {Tunnel Load Simulator: A Monte Carlo framework for synthetic electrical demand modeling of road tunnels},
    journal     = {SoftwareX},
    year        = {2026},
    month       = sep,
    volume      = {35},
    pages       = {102946},
    publisher   = {Elsevier BV},
    issn        = {2352-7110},
    doi         = {10.1016/j.softx.2026.102946},
    url         = {https://doi.org/10.1016/j.softx.2026.102946},
  }
  

• A computational framework for optimizing radioiodine therapy protocols in metastatic thyroid cancer
  Fusella Giuntini, Marie; Voyant, Cyril; Taieb, David; Barbolosi, Dominique
  Scientific Reports 16(1), 2026

  BibTeX · DOI 10.1038/s41598-026-56267-1 · key FusellaGiuntini2026Computational

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  @article{FusellaGiuntini2026Computational,
    author      = {Fusella Giuntini, Marie and Voyant, Cyril and Taieb, David and Barbolosi, Dominique},
    title       = {A computational framework for optimizing radioiodine therapy protocols in metastatic thyroid cancer},
    journal     = {Scientific Reports},
    year        = {2026},
    month       = jun,
    volume      = {16},
    number      = {1},
    publisher   = {Springer Science and Business Media LLC},
    issn        = {2045-2322},
    doi         = {10.1038/s41598-026-56267-1},
    url         = {https://doi.org/10.1038/s41598-026-56267-1},
  }
  

• Measurement and forecasting of the diffuse fraction of solar irradiance using a hybrid stacking model in Saudi Arabia
  Harrouch, Haifa; Bailek, Nadjem; Zerouali, Bilel; Abidi, Ilyes; Guesmi, Hanene; Voyant, Cyril; Younis, Jihad A.; Jebali, Maher; Triki, Rabab
  Scientific Reports 16(1), 2026

  BibTeX · DOI 10.1038/s41598-026-49910-4 · key Harrouch2026Measurement

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  @article{Harrouch2026Measurement,
    author      = {Harrouch, Haifa and Bailek, Nadjem and Zerouali, Bilel and Abidi, Ilyes and Guesmi, Hanene and Voyant, Cyril and Younis, Jihad A. and Jebali, Maher and Triki, Rabab},
    title       = {Measurement and forecasting of the diffuse fraction of solar irradiance using a hybrid stacking model in Saudi Arabia},
    journal     = {Scientific Reports},
    year        = {2026},
    month       = apr,
    volume      = {16},
    number      = {1},
    publisher   = {Springer Science and Business Media LLC},
    issn        = {2045-2322},
    doi         = {10.1038/s41598-026-49910-4},
    url         = {https://doi.org/10.1038/s41598-026-49910-4},
  }
  

• Science-wide mapping of institutions based on affiliated authors' impact and research integrity proxies
  Ioannidis, John; Baas, Jeroen; Boverhof, Roy; Voyant, Cyril
  Royal Society Open Science 13(10), 2026

  BibTeX · DOI 10.1098/rsos.260870 · key Ioannidis2026Science

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  @article{Ioannidis2026Science,
    author      = {Ioannidis, John and Baas, Jeroen and Boverhof, Roy and Voyant, Cyril},
    title       = {Science-wide mapping of institutions based on affiliated authors' impact and research integrity proxies},
    journal     = {Royal Society Open Science},
    year        = {2026},
    month       = oct,
    volume      = {13},
    number      = {10},
    publisher   = {The Royal Society},
    issn        = {2054-5703},
    doi         = {10.1098/rsos.260870},
    url         = {https://doi.org/10.1098/rsos.260870},
  }
  

• Dose equivalence calculation in radiotherapy: A Call for Standardization
  Voyant, Cyril; Julian, Daniel
  Medical Dosimetry, 2026

  BibTeX · DOI 10.1016/j.meddos.2026.08.002 · key Voyant2026Dose

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  @article{Voyant2026Dose,
    author      = {Voyant, Cyril and Julian, Daniel},
    title       = {Dose equivalence calculation in radiotherapy: A Call for Standardization},
    journal     = {Medical Dosimetry},
    year        = {2026},
    month       = sep,
    publisher   = {Elsevier BV},
    issn        = {0958-3947},
    doi         = {10.1016/j.meddos.2026.08.002},
    url         = {https://doi.org/10.1016/j.meddos.2026.08.002},
  }
  

• LQL-Equiv-web: a Python library and browser application for linear-quadratic-linear dose equivalence in radiotherapy
  Voyant, Cyril; Julian, Daniel
  SoftwareX 36, 103085, 2026

  BibTeX · DOI 10.1016/j.softx.2026.103085 · key Voyant2026Lql

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  @article{Voyant2026Lql,
    author      = {Voyant, Cyril and Julian, Daniel},
    title       = {{LQL-Equiv-web}: a Python library and browser application for linear-quadratic-linear dose equivalence in radiotherapy},
    journal     = {SoftwareX},
    year        = {2026},
    month       = dec,
    volume      = {36},
    pages       = {103085},
    publisher   = {Elsevier BV},
    issn        = {2352-7110},
    doi         = {10.1016/j.softx.2026.103085},
    url         = {https://doi.org/10.1016/j.softx.2026.103085},
  }
  

• Short-term forecasting of energy production and consumption using extreme learning machine: A comprehensive MIMO based ELM approach
  Voyant, Cyril; Despotovic, Milan; Garcia-Gutierrez, Luis; Asloune, Mohammed; Saint-Drenan, Yves-Marie; Duchaud, Jean-Laurent; Faggianelli, Ghjuvan Antone; Magliaro, Elena
  Applied Energy 410, 127599, 2026

  BibTeX · DOI 10.1016/j.apenergy.2026.127599 · key Voyant2026Short

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  @article{Voyant2026Short,
    author      = {Voyant, Cyril and Despotovic, Milan and Garcia-Gutierrez, Luis and Asloune, Mohammed and Saint-Drenan, Yves-Marie and Duchaud, Jean-Laurent and Faggianelli, Ghjuvan Antone and Magliaro, Elena},
    title       = {Short-term forecasting of energy production and consumption using extreme learning machine: A comprehensive {MIMO} based {ELM} approach},
    journal     = {Applied Energy},
    year        = {2026},
    month       = may,
    volume      = {410},
    pages       = {127599},
    publisher   = {Elsevier BV},
    issn        = {0306-2619},
    doi         = {10.1016/j.apenergy.2026.127599},
    url         = {https://doi.org/10.1016/j.apenergy.2026.127599},
  }
  

• Stochastic coefficient of variation: Assessing the variability and forecastability of solar irradiance
  Voyant, Cyril; Julien, Alan; Despotovic, Milan; Notton, Gilles; Garcia-Gutierrez, Luis Antonio; Nicolosi, Claudio Francesco; Blanc, Philippe; Bright, Jamie
  Renewable Energy 256, 123913, 2026

  BibTeX · DOI 10.1016/j.renene.2025.123913 · key Voyant2026Stochastic

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  @article{Voyant2026Stochastic,
    author      = {Voyant, Cyril and Julien, Alan and Despotovic, Milan and Notton, Gilles and Garcia-Gutierrez, Luis Antonio and Nicolosi, Claudio Francesco and Blanc, Philippe and Bright, Jamie},
    title       = {Stochastic coefficient of variation: Assessing the variability and forecastability of solar irradiance},
    journal     = {Renewable Energy},
    year        = {2026},
    month       = jan,
    volume      = {256},
    pages       = {123913},
    publisher   = {Elsevier BV},
    issn        = {0960-1481},
    doi         = {10.1016/j.renene.2025.123913},
    url         = {https://doi.org/10.1016/j.renene.2025.123913},
  }
  

• Symmetry-constrained forecasting of periodically correlated energy processes
  Voyant, Cyril; Banes, Candice; Garcia-Gutierrez, Luis; Notton, Gilles; Despotovic, Milan; Yaseen, Zaher Mundher
  Applied Mathematical Modelling 157, 116988, 2026

  BibTeX · DOI 10.1016/j.apm.2026.116988 · key Voyant2026Symmetry

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  @article{Voyant2026Symmetry,
    author      = {Voyant, Cyril and Banes, Candice and Garcia-Gutierrez, Luis and Notton, Gilles and Despotovic, Milan and Yaseen, Zaher Mundher},
    title       = {Symmetry-constrained forecasting of periodically correlated energy processes},
    journal     = {Applied Mathematical Modelling},
    year        = {2026},
    month       = sep,
    volume      = {157},
    pages       = {116988},
    publisher   = {Elsevier BV},
    issn        = {0307-904X},
    doi         = {10.1016/j.apm.2026.116988},
    url         = {https://doi.org/10.1016/j.apm.2026.116988},
  }
  

• A tolerance-based framework for spatiotemporal forecast validation using the γ-index
  Voyant, Cyril
  International Journal of Forecasting 42(4), 1207–1214, 2026

  BibTeX · DOI 10.1016/j.ijforecast.2026.03.002 · key Voyant2026Tolerance

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  @article{Voyant2026Tolerance,
    author      = {Voyant, Cyril},
    title       = {A tolerance-based framework for spatiotemporal forecast validation using the $\gamma$-index},
    journal     = {International Journal of Forecasting},
    year        = {2026},
    month       = oct,
    volume      = {42},
    number      = {4},
    pages       = {1207--1214},
    publisher   = {Elsevier BV},
    issn        = {0169-2070},
    doi         = {10.1016/j.ijforecast.2026.03.002},
    url         = {https://doi.org/10.1016/j.ijforecast.2026.03.002},
  }
  

• Beyond Publish and Pray: Engineering Research Excellence
  Voyant, Cyril; Amaro e Silva, Rodrigo; Fichaux, Nicolas; Menard, Lionel; Cros, Sylvain; Mamouri, Rodanthi-Elisavet
  SSRN preprint, 2026

  BibTeX · DOI 10.2139/ssrn.6877118 · key Voyant2026Beyond

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  @misc{Voyant2026Beyond,
    author      = {Voyant, Cyril and Amaro e Silva, Rodrigo and Fichaux, Nicolas and Menard, Lionel and Cros, Sylvain and Mamouri, Rodanthi-Elisavet},
    title       = {Beyond Publish and Pray: Engineering Research Excellence},
    year        = {2026},
    howpublished= {SSRN preprint},
    doi         = {10.2139/ssrn.6877118},
    url         = {https://doi.org/10.2139/ssrn.6877118},
  }
  

2025

• Comparative Study of Feature Selection Techniques for Machine Learning-Based Solar Irradiation Forecasting to Facilitate the Sustainable Development of Photovoltaics: Application to Algerian Climatic Conditions
  Benkaciali, Said; Notton, Gilles; Voyant, Cyril
  Sustainability 17(14), 6400, 2025

  BibTeX · DOI 10.3390/su17146400 · key Benkaciali2025Comparative

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  @article{Benkaciali2025Comparative,
    author      = {Benkaciali, Said and Notton, Gilles and Voyant, Cyril},
    title       = {Comparative Study of Feature Selection Techniques for Machine Learning-Based Solar Irradiation Forecasting to Facilitate the Sustainable Development of Photovoltaics: Application to Algerian Climatic Conditions},
    journal     = {Sustainability},
    year        = {2025},
    month       = jul,
    volume      = {17},
    number      = {14},
    pages       = {6400},
    publisher   = {MDPI AG},
    issn        = {2071-1050},
    doi         = {10.3390/su17146400},
    url         = {https://doi.org/10.3390/su17146400},
  }
  

• Transfer learning for wind speed forecasting: A scalable approach for data-scarce environments
  Despotovic, Milan; Notton, Gilles; Voyant, Cyril
  International Journal of Green Energy 23(3), 669–684, 2025

  BibTeX · DOI 10.1080/15435075.2025.2574524 · key Despotovic2025Transfer

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  @article{Despotovic2025Transfer,
    author      = {Despotovic, Milan and Notton, Gilles and Voyant, Cyril},
    title       = {Transfer learning for wind speed forecasting: A scalable approach for data-scarce environments},
    journal     = {International Journal of Green Energy},
    year        = {2025},
    month       = oct,
    volume      = {23},
    number      = {3},
    pages       = {669--684},
    publisher   = {Informa UK Limited},
    issn        = {1543-5083},
    doi         = {10.1080/15435075.2025.2574524},
    url         = {https://doi.org/10.1080/15435075.2025.2574524},
  }
  

• A simple method for quickly estimating solar irradiance forecast errors
  Lauret, Philippe; David, Mathieu; Salle, Josselin Le Gal La; Lorenz, Elke; Perez, Richard; Voyant, Cyril
  Solar Energy 301, 113821, 2025

  BibTeX · DOI 10.1016/j.solener.2025.113821 · key Lauret2025Simple

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  @article{Lauret2025Simple,
    author      = {Lauret, Philippe and David, Mathieu and Salle, Josselin Le Gal La and Lorenz, Elke and Perez, Richard and Voyant, Cyril},
    title       = {A simple method for quickly estimating solar irradiance forecast errors},
    journal     = {Solar Energy},
    year        = {2025},
    month       = nov,
    volume      = {301},
    pages       = {113821},
    publisher   = {Elsevier BV},
    issn        = {0038-092X},
    doi         = {10.1016/j.solener.2025.113821},
    url         = {https://doi.org/10.1016/j.solener.2025.113821},
  }
  

• On the importance of clearsky model in short-term solar radiation forecasting
  Voyant, Cyril; Despotovic, Milan; Notton, Gilles; Saint-Drenan, Yves-Marie; Asloune, Mohammed; Garcia-Gutierrez, Luis
  Solar Energy 294, 113490, 2025

  BibTeX · DOI 10.1016/j.solener.2025.113490 · key Voyant2025Importance

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  @article{Voyant2025Importance,
    author      = {Voyant, Cyril and Despotovic, Milan and Notton, Gilles and Saint-Drenan, Yves-Marie and Asloune, Mohammed and Garcia-Gutierrez, Luis},
    title       = {On the importance of clearsky model in short-term solar radiation forecasting},
    journal     = {Solar Energy},
    year        = {2025},
    month       = jul,
    volume      = {294},
    pages       = {113490},
    publisher   = {Elsevier BV},
    issn        = {0038-092X},
    doi         = {10.1016/j.solener.2025.113490},
    url         = {https://doi.org/10.1016/j.solener.2025.113490},
  }
  

• Improving Clinical Decision-Making in Radiotherapy: A Comparative Analysis of Linear-Quadratic <mml:math xmlns:mml=“http://www.w3.org/1998/Math/MathML” altimg=“si1.svg”><mml:mi mathvariant=“monospace”>L</mml:mi><mml:mi mathvariant=“monospace”>Q</mml:mi></mml:math> and Linear-Quadratic-Linear <mml:math xmlns:mml=“http://www.w3.org/1998/Math/MathML” altimg=“si2.svg”><mml:mi mathvariant=“monospace”>L</mml:mi><mml:mi mathvariant=“monospace”>Q</mml:mi><mml:mi mathvariant=“monospace”>L</mml:mi></mml:math> Dose Models
  Voyant, C.; Julian, D.; Muraro, S.; Bodez, V.; Pinpin, M.; Leschi, D.; Oozeer, R.; Wided, G.; Acquaviva, M.-A.; Prapant, S.; Gahbiche, O.; Bouaouina, N.
  Clinical Oncology 45, 103893, 2025

  BibTeX · DOI 10.1016/j.clon.2025.103893 · key Voyant2025Improving

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  @article{Voyant2025Improving,
    author      = {Voyant, C. and Julian, D. and Muraro, S. and Bodez, V. and Pinpin, M. and Leschi, D. and Oozeer, R. and Wided, G. and Acquaviva, M.-A. and Prapant, S. and Gahbiche, O. and Bouaouina, N.},
    title       = {Improving Clinical Decision-Making in Radiotherapy: A Comparative Analysis of Linear-Quadratic <mml:math {xmlns:mml=“http://www.w3.org/1998/Math/MathML”} altimg=“si1.svg”><mml:mi {mathvariant=“monospace”>L</mml:mi><mml:mi} {mathvariant=“monospace”>Q</mml:mi></mml:math>} and Linear-Quadratic-Linear <mml:math {xmlns:mml=“http://www.w3.org/1998/Math/MathML”} altimg=“si2.svg”><mml:mi {mathvariant=“monospace”>L</mml:mi><mml:mi} {mathvariant=“monospace”>Q</mml:mi><mml:mi} {mathvariant=“monospace”>L</mml:mi></mml:math>} Dose Models},
    journal     = {Clinical Oncology},
    year        = {2025},
    month       = sep,
    volume      = {45},
    pages       = {103893},
    publisher   = {Elsevier BV},
    issn        = {0936-6555},
    doi         = {10.1016/j.clon.2025.103893},
    url         = {https://doi.org/10.1016/j.clon.2025.103893},
  }
  

• NICE k metrics: Unified and multidimensional framework for evaluating deterministic solar forecasting accuracy
  Voyant, Cyril; Despotovic, Milan; Garcia-Gutierrez, Luis; Amaro e Silva, Rodrigo; Lauret, Philippe; Soubdhan, Ted; Bailek, Nadjem
  Sustainable Energy Technologies and Assessments 83, 104588, 2025

  BibTeX · DOI 10.1016/j.seta.2025.104588 · key Voyant2025Nice

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  @article{Voyant2025Nice,
    author      = {Voyant, Cyril and Despotovic, Milan and Garcia-Gutierrez, Luis and Amaro e Silva, Rodrigo and Lauret, Philippe and Soubdhan, Ted and Bailek, Nadjem},
    title       = {{NICE} k metrics: Unified and multidimensional framework for evaluating deterministic solar forecasting accuracy},
    journal     = {Sustainable Energy Technologies and Assessments},
    year        = {2025},
    month       = nov,
    volume      = {83},
    pages       = {104588},
    publisher   = {Elsevier BV},
    issn        = {2213-1388},
    doi         = {10.1016/j.seta.2025.104588},
    url         = {https://doi.org/10.1016/j.seta.2025.104588},
  }
  

2024

• Solar irradiance time series forecasting using auto-regressive and extreme learning methods: Influence of transfer learning and clustering
  Despotovic, Milan; Voyant, Cyril; Garcia-Gutierrez, Luis; Almorox, Javier; Notton, Gilles
  Applied Energy 365, 123215, 2024

  BibTeX · DOI 10.1016/j.apenergy.2024.123215 · key Despotovic2024Solar

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  @article{Despotovic2024Solar,
    author      = {Despotovic, Milan and Voyant, Cyril and Garcia-Gutierrez, Luis and Almorox, Javier and Notton, Gilles},
    title       = {Solar irradiance time series forecasting using auto-regressive and extreme learning methods: Influence of transfer learning and clustering},
    journal     = {Applied Energy},
    year        = {2024},
    month       = jul,
    volume      = {365},
    pages       = {123215},
    publisher   = {Elsevier BV},
    issn        = {0306-2619},
    doi         = {10.1016/j.apenergy.2024.123215},
    url         = {https://doi.org/10.1016/j.apenergy.2024.123215},
  }
  

• Hybrid VMAT-3DCRT as breast cancer treatment improvement tool
  Voyant, Cyril; Pinpin, Morgane; Leschi, Delphine; Prapant, Séverine; Savigny, Françoise; Acquaviva, Marie-Aimée
  Scientific Reports 13(1), 2024

  BibTeX · DOI 10.1038/s41598-023-50538-x · key Voyant2024Hybrid

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  @article{Voyant2024Hybrid,
    author      = {Voyant, Cyril and Pinpin, Morgane and Leschi, Delphine and Prapant, Séverine and Savigny, Françoise and Acquaviva, Marie-Aimée},
    title       = {Hybrid {VMAT-3DCRT} as breast cancer treatment improvement tool},
    journal     = {Scientific Reports},
    year        = {2024},
    month       = jan,
    volume      = {13},
    number      = {1},
    publisher   = {Springer Science and Business Media LLC},
    issn        = {2045-2322},
    doi         = {10.1038/s41598-023-50538-x},
    url         = {https://doi.org/10.1038/s41598-023-50538-x},
  }
  

2022

• Benchmarks for solar radiation time series forecasting
  Voyant, Cyril; Notton, Gilles; Duchaud, Jean-Laurent; Gutiérrez, Luis Antonio García; Bright, Jamie M.; Yang, Dazhi
  Renewable Energy 191, 747–762, 2022

  BibTeX · DOI 10.1016/j.renene.2022.04.065 · key Voyant2022Benchmarks

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  @article{Voyant2022Benchmarks,
    author      = {Voyant, Cyril and Notton, Gilles and Duchaud, Jean-Laurent and Gutiérrez, Luis Antonio García and Bright, Jamie M. and Yang, Dazhi},
    title       = {Benchmarks for solar radiation time series forecasting},
    journal     = {Renewable Energy},
    year        = {2022},
    month       = may,
    volume      = {191},
    pages       = {747--762},
    publisher   = {Elsevier BV},
    issn        = {0960-1481},
    doi         = {10.1016/j.renene.2022.04.065},
    url         = {https://doi.org/10.1016/j.renene.2022.04.065},
  }
  

• Complex-valued time series based solar irradiance forecast
  Voyant, Cyril; Lauret, Philippe; Notton, Gilles; Duchaud, Jean-Laurent; Garcia-Gutierrez, Luis; Faggianelli, Ghjuvan Antone
  Journal of Renewable and Sustainable Energy 14(6), 2022

  BibTeX · DOI 10.1063/5.0128131 · key Voyant2022Complex

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  @article{Voyant2022Complex,
    author      = {Voyant, Cyril and Lauret, Philippe and Notton, Gilles and Duchaud, Jean-Laurent and Garcia-Gutierrez, Luis and Faggianelli, Ghjuvan Antone},
    title       = {Complex-valued time series based solar irradiance forecast},
    journal     = {Journal of Renewable and Sustainable Energy},
    year        = {2022},
    month       = nov,
    volume      = {14},
    number      = {6},
    publisher   = {AIP Publishing},
    issn        = {1941-7012},
    doi         = {10.1063/5.0128131},
    url         = {https://doi.org/10.1063/5.0128131},
  }
  

2020

• Verification of deterministic solar forecasts
  Yang, Dazhi; Alessandrini, Stefano; Antonanzas, Javier; Antonanzas-Torres, Fernando; Badescu, Viorel; Beyer, Hans Georg; Blaga, Robert; Boland, John; Bright, Jamie M.; Coimbra, Carlos F.M.; David, Mathieu; Frimane, Âzeddine; Gueymard, Christian A.; Hong, Tao; Kay, Merlinde J.; Killinger, Sven; Kleissl, Jan; Lauret, Philippe; Lorenz, Elke; van der Meer, Dennis; Paulescu, Marius; Perez, Richard; Perpiñán-Lamigueiro, Oscar; Peters, Ian Marius; Reikard, Gordon; Renné, David; Saint-Drenan, Yves-Marie; Shuai, Yong; Urraca, Ruben; Verbois, Hadrien; Vignola, Frank; Voyant, Cyril; Zhang, Jie
  Solar Energy 210, 20–37, 2020

  BibTeX · DOI 10.1016/j.solener.2020.04.019 · key Yang2020Verification

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  @article{Yang2020Verification,
    author      = {Yang, Dazhi and Alessandrini, Stefano and Antonanzas, Javier and Antonanzas-Torres, Fernando and Badescu, Viorel and Beyer, Hans Georg and Blaga, Robert and Boland, John and Bright, Jamie M. and Coimbra, Carlos F.M. and David, Mathieu and Frimane, Âzeddine and Gueymard, Christian A. and Hong, Tao and Kay, Merlinde J. and Killinger, Sven and Kleissl, Jan and Lauret, Philippe and Lorenz, Elke and van der Meer, Dennis and Paulescu, Marius and Perez, Richard and Perpiñán-Lamigueiro, Oscar and Peters, Ian Marius and Reikard, Gordon and Renné, David and Saint-Drenan, Yves-Marie and Shuai, Yong and Urraca, Ruben and Verbois, Hadrien and Vignola, Frank and Voyant, Cyril and Zhang, Jie},
    title       = {Verification of deterministic solar forecasts},
    journal     = {Solar Energy},
    year        = {2020},
    month       = nov,
    volume      = {210},
    pages       = {20--37},
    publisher   = {Elsevier BV},
    issn        = {0038-092X},
    doi         = {10.1016/j.solener.2020.04.019},
    url         = {https://doi.org/10.1016/j.solener.2020.04.019},
  }
  

2018

• Solar irradiation nowcasting by stochastic persistence: A new parsimonious, simple and efficient forecasting tool
  Voyant, Cyril; Notton, Gilles
  Renewable and Sustainable Energy Reviews 92, 343–352, 2018

  BibTeX · DOI 10.1016/j.rser.2018.04.116 · key Voyant2018Solar

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  @article{Voyant2018Solar,
    author      = {Voyant, Cyril and Notton, Gilles},
    title       = {Solar irradiation nowcasting by stochastic persistence: A new parsimonious, simple and efficient forecasting tool},
    journal     = {Renewable and Sustainable Energy Reviews},
    year        = {2018},
    month       = sep,
    volume      = {92},
    pages       = {343--352},
    publisher   = {Elsevier BV},
    issn        = {1364-0321},
    doi         = {10.1016/j.rser.2018.04.116},
    url         = {https://doi.org/10.1016/j.rser.2018.04.116},
  }
  

2017

• Machine learning methods for solar radiation forecasting: A review
  Voyant, Cyril; Notton, Gilles; Kalogirou, Soteris; Nivet, Marie-Laure; Paoli, Christophe; Motte, Fabrice; Fouilloy, Alexis
  Renewable Energy 105, 569–582, 2017

  BibTeX · DOI 10.1016/j.renene.2016.12.095 · key Voyant2017Machine

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  @article{Voyant2017Machine,
    author      = {Voyant, Cyril and Notton, Gilles and Kalogirou, Soteris and Nivet, Marie-Laure and Paoli, Christophe and Motte, Fabrice and Fouilloy, Alexis},
    title       = {Machine learning methods for solar radiation forecasting: A review},
    journal     = {Renewable Energy},
    year        = {2017},
    month       = may,
    volume      = {105},
    pages       = {569--582},
    publisher   = {Elsevier BV},
    issn        = {0960-1481},
    doi         = {10.1016/j.renene.2016.12.095},
    url         = {https://doi.org/10.1016/j.renene.2016.12.095},
  }
  

2015

• Statistical parameters as a means to a priori assess the accuracy of solar forecasting models
  Voyant, Cyril; Soubdhan, Ted; Lauret, Philippe; David, Mathieu; Muselli, Marc
  Energy 90, 671–679, 2015

  BibTeX · DOI 10.1016/j.energy.2015.07.089 · key Voyant2015Statistical

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  @article{Voyant2015Statistical,
    author      = {Voyant, Cyril and Soubdhan, Ted and Lauret, Philippe and David, Mathieu and Muselli, Marc},
    title       = {Statistical parameters as a means to a priori assess the accuracy of solar forecasting models},
    journal     = {Energy},
    year        = {2015},
    month       = oct,
    volume      = {90},
    pages       = {671--679},
    publisher   = {Elsevier BV},
    issn        = {0360-5442},
    doi         = {10.1016/j.energy.2015.07.089},
    url         = {https://doi.org/10.1016/j.energy.2015.07.089},
  }
  

2014

• Biological effects and equivalent doses in radiotherapy: A software solution
  Voyant, Cyril; Julian, Daniel; Roustit, Rudy; Biffi, Katia; Lantieri, Céline
  Reports of Practical Oncology & Radiotherapy 19(1), 47–55, 2014

  BibTeX · DOI 10.1016/j.rpor.2013.08.004 · key Voyant2014Biological

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  @article{Voyant2014Biological,
    author      = {Voyant, Cyril and Julian, Daniel and Roustit, Rudy and Biffi, Katia and Lantieri, Céline},
    title       = {Biological effects and equivalent doses in radiotherapy: A software solution},
    journal     = {Reports of Practical Oncology \& Radiotherapy},
    year        = {2014},
    month       = jan,
    volume      = {19},
    number      = {1},
    pages       = {47--55},
    publisher   = {VM Media SP. zo.o VM Group SK},
    issn        = {1507-1367},
    doi         = {10.1016/j.rpor.2013.08.004},
    url         = {https://doi.org/10.1016/j.rpor.2013.08.004},
  }
  

2013

• Hybrid methodology for hourly global radiation forecasting in Mediterranean area
  Voyant, Cyril; Muselli, Marc; Paoli, Christophe; Nivet, Marie-Laure
  Renewable Energy 53, 1–11, 2013

  BibTeX · DOI 10.1016/j.renene.2012.10.049 · key Voyant2013Hybrid

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  @article{Voyant2013Hybrid,
    author      = {Voyant, Cyril and Muselli, Marc and Paoli, Christophe and Nivet, Marie-Laure},
    title       = {Hybrid methodology for hourly global radiation forecasting in Mediterranean area},
    journal     = {Renewable Energy},
    year        = {2013},
    month       = may,
    volume      = {53},
    pages       = {1--11},
    publisher   = {Elsevier BV},
    issn        = {0960-1481},
    doi         = {10.1016/j.renene.2012.10.049},
    url         = {https://doi.org/10.1016/j.renene.2012.10.049},
  }
  

2012

• Numerical weather prediction (NWP) and hybrid ARMA/ANN model to predict global radiation
  Voyant, Cyril; Muselli, Marc; Paoli, Christophe; Nivet, Marie-Laure
  Energy 39(1), 341–355, 2012

  BibTeX · DOI 10.1016/j.energy.2012.01.006 · key Voyant2012Numerical

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  @article{Voyant2012Numerical,
    author      = {Voyant, Cyril and Muselli, Marc and Paoli, Christophe and Nivet, Marie-Laure},
    title       = {Numerical weather prediction ({NWP}) and hybrid {ARMA/ANN} model to predict global radiation},
    journal     = {Energy},
    year        = {2012},
    month       = mar,
    volume      = {39},
    number      = {1},
    pages       = {341--355},
    publisher   = {Elsevier BV},
    issn        = {0360-5442},
    doi         = {10.1016/j.energy.2012.01.006},
    url         = {https://doi.org/10.1016/j.energy.2012.01.006},
  }
  

2011

• Therapeutic potential of atmospheric neutrons
  Voyant, Cyril; Roustit, Rudy; Tatje, Jennifer; Biffi, Katia; Leschi, Delphine; Briançon, Jérome; Marcovici, Céline Lantieri
  Reports of Practical Oncology & Radiotherapy 16(1), 21–31, 2011

  BibTeX · DOI 10.1016/j.rpor.2010.11.002 · key Voyant2011Therapeutic

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  @article{Voyant2011Therapeutic,
    author      = {Voyant, Cyril and Roustit, Rudy and Tatje, Jennifer and Biffi, Katia and Leschi, Delphine and Briançon, Jérome and Marcovici, Céline Lantieri},
    title       = {Therapeutic potential of atmospheric neutrons},
    journal     = {Reports of Practical Oncology \& Radiotherapy},
    year        = {2011},
    month       = jan,
    volume      = {16},
    number      = {1},
    pages       = {21--31},
    publisher   = {VM Media SP. zo.o VM Group SK},
    issn        = {1507-1367},
    doi         = {10.1016/j.rpor.2010.11.002},
    url         = {https://doi.org/10.1016/j.rpor.2010.11.002},
  }