Solar Radiation Forecasting Using Ad-Hoc Time Series Preprocessing and Neural Networks. - Christophe Paoli; Cyril Voyant; Marc Muselli; Marie-Laure Nivet (ICIC (1), 2009)

Predictability of PV power grid performance on insular sites without weather stations: use of artificial neural networks - Cyril Voyant; Marc Muselli; Christophe Paoli; Marie-Laure Nivet; Philippe Poggi (CoRR, 2009)

Predictability of PV power grid performance on insular sites without weather stations: use of artificial neural networks - Cyril Voyant; Marc Muselli; Christophe Paoli; Marie-Laure Nivet; Philippe Poggi; Pierrick Haurant (CoRR, 2010)

Numerical Weather Prediction (NWP) and hybrid ARMA/ANN model to predict global radiation - Cyril Voyant; Marc Muselli; Christophe Paoli; Marie-Laure Nivet (CoRR, 2012)

A Bayesian Model Committee Approach to Forecasting Global Solar Radiation - Philippe Lauret; Auline Rodler; Marc Muselli; Mathieu David; Hadja Diagne; Cyril Voyant (CoRR, 2012)

Hybrid methodology for hourly global radiation forecasting in Mediterranean area - Cyril Voyant; Marc Muselli; Christophe Paoli; Marie-Laure Nivet (CoRR, 2012)

Urban ozone concentration forecasting with artificial neural network in Corsica. - Wani W. Tamas; Gilles Notton; Christophe Paoli; Cyril Voyant; Marie-Laure Nivet; Aurélia Balu (CoRR, 2013)

Bayesian rules and stochastic models for high accuracy prediction of solar radiation. - Cyril Voyant; C. Darras; Marc Muselli; Christophe Paoli; Marie-Laure Nivet; Philippe Poggi (CoRR, 2013)

Biological effects and equivalent doses in radiotherapy: a software solution. - Cyril Voyant; Daniel Julian; Rudy Roustit; Katia Biffi; Celine Lantieri Marcovici (CoRR, 2013)

Multi-horizon solar radiation forecasting for Mediterranean locations using time series models. - Cyril Voyant; Christophe Paoli; Marc Muselli; Marie-Laure Nivet (CoRR, 2013)

Time series modeling with pruned multi-layer perceptron and 2-stage damped least-squares method. - Cyril Voyant; Wani W. Tamas; Christophe Paoli; Aurélia Balu; Marc Muselli; Marie-Laure Nivet; Gilles Notton (CoRR, 2013)

Short-term solar irradiance and irradiation forecasts via different time series techniques: A preliminary study. - Cédric Join; Cyril Voyant; Michel Fliess; Marc Muselli; Marie-Laure Nivet; Christophe Paoli; Frédéric Chaxel (CoRR, 2014)

Time series modeling and large scale global solar radiation forecasting from geostationary satellites data. - Cyril Voyant; Pierrick Haurant; Marc Muselli; Christophe Paoli; Marie-Laure Nivet (CoRR, 2014)

Meteorological time series forecasting based on MLP modelling using heterogeneous transfer functions. - Cyril Voyant; Marie-Laure Nivet; Christophe Paoli; Marc Muselli; Gilles Notton (CoRR, 2014)

Numerical weather prediction or stochastic modeling: an objective criterion of choice for the global radiation forecasting. - Cyril Voyant; Gilles Notton; Christophe Paoli; Marie-Laure Nivet; Marc Muselli; Kahina Dahmani (CoRR, 2014)

Meteorological time series forecasting with pruned multi-layer perceptron and 2-stage Levenberg-Marquardt method. - Cyril Voyant; Wani W. Tamas; Marie-Laure Nivet; Gilles Notton; Christophe Paoli; Aurélia Balu; Marc Muselli (CoRR, 2014)

Meteorological time series forecasting with pruned multi-layer perceptron and two-stage Levenberg-Marquardt method. - Cyril Voyant; Wani W. Tamas; Marie-Laure Nivet; Gilles Notton; Christophe Paoli; Aurélia Balu; Marc Muselli (Int. J. Model. Identif. Control., 2015)

Heterogeneous transfer functions multi-layer perceptron (MLP) for meteorological time series forecasting. - Cyril Voyant; Marie-Laure Nivet; Christophe Paoli; Marc Muselli; Gilles Notton (Int. J. Model. Simul. Sci. Comput., 2015)

Solar energy production: Short-term forecasting and risk management. - Cédric Join; Michel Fliess; Cyril Voyant; Frédéric Chaxel (CoRR, 2016)

La simulation numérique : de la prévision de l'irradiation solaire aux sciences du vivant. (the numerical simulation : from solar irradiation forecasting to life sciences). - Cyril Voyant (2019)

A Newly Developed Integrative Bio-Inspired Artificial Intelligence Model for Wind Speed Prediction. - Hai Tao; Sinan Q. Salih; Mandeep Kaur Saggi; Esmaeel Dodangeh; Cyril Voyant; Nadhir Al-Ansari; Zaher Mundher Yaseen; Shamsuddin Shahid (IEEE Access, 2020)

On the Importance of Clearsky Model in Short-Term Solar Radiation Forecasting. - Cyril Voyant; Milan Despotovic; Gilles Notton; Yves-Marie Saint-Drenan; Mohammed Asloune; Luis Garcia-Gutierrez (CoRR, 2025)