107 citations
- University of NisRS26 papers
- University of BelgradeRS23 papers
- Astronomical ObservatoryRS19 papers
- Centre National de la Recherche ScientifiqueFR7 papers
- Universität HamburgDE5 papers
- Université de Corse Pascal PaoliFR5 papers
- École Nationale Supérieure des Mines de ParisFR4 papers
- Institute of High Energy PhysicsCN3 papers
- State University of Novi PazarRS3 papers
- CEA Paris-SaclayFR2 papers
- Centre Observation, Impacts, Énergie2 papers
- Chinese Academy of SciencesCN2 papers
82 papers
A Meta-Learning Framework for Multitask Reverberation Mapping in Active Galactic Nuclei
Aman N. Raju, Andjelka B. Kovačević, Dragana Ilić +8
The Vera C. Rubin Observatory Legacy Survey of Space and Time (LSST) is expected to observe active galactic nuclei (AGN) at sky densities of approximately 1000-4000 per sq. deg, en…
Symmetry-Constrained Forecasting of Periodically Correlated Energy Processes
Cyril Voyant, Candice Banes, Luis Garcia-Gutierrez +3
Time series in energy systems, such as solar irradiance, wind speed, or electrical load, are characterized by strong diurnal and seasonal periodicities. Accurate forecasting requir…
Entropy dynamics for a harmonic propeller-shaped planar molecular quantum Brownian rotator
J. Jeknic-Dugic, I. Petrovic, M. Arsenijevic +1
Dynamic stability is vital for the operation and control of molecular nanodevices, particularly molecular cogwheels in an external harmonic field. We used the relative change in ro…
Short-Term Forecasting of Energy Production and Consumption Using Extreme Learning Machine: A Comprehensive MIMO based ELM Approach
Cyril Voyant, Milan Despotovic, Luis Garcia-Gutierrez +5
A novel methodology for short-term energy forecasting using an Extreme Learning Machine () is proposed. Using six years of hourly data collected in Corsica (France) f…
NICE^k Metrics: Unified and Multidimensional Framework for Evaluating Deterministic Solar Forecasting Accuracy
Cyril Voyant, Milan Despotovic, Luis Garcia-Gutierrez +4
Accurate solar energy output prediction is key for integrating renewables into grids, maintaining stability, and improving energy management. However, standard error metrics such a…
Stochastic Coefficient of Variation: Assessing the Variability and Forecastability of Solar Irradiance
Cyril Voyant, Alan Julien, Milan Despotovic +5
This work presents a robust framework for quantifying solar irradiance variability and forecastability through the Stochastic Coefficient of Variation (sCV) and the Forecastability…