% Cyril Voyant: BibTeX records of the papers presented on https://www.cyrilvoyant.com % 30 entries, generated 2026-11-03 from Crossref/DataCite records (doi.org content negotiation). One file per paper: https://www.cyrilvoyant.com/bib/.bib @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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 LQ} and Linear-Quadratic-Linear LQL} 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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, } @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}, }