Intraday probabilistic forecasts of surface solar radiation with cloud scale-dependent autoregressive advection A Carpentieri, D Folini, D Nerini, S Pulkkinen, M Wild, A Meyer Applied Energy 351, 121775, 2023 | 15 | 2023 |
Satellite-derived solar radiation for intra-hour and intra-day applications: Biases and uncertainties by season and altitude A Carpentieri, D Folini, M Wild, L Vuilleumier, A Meyer Solar Energy 255, 274-284, 2023 | 13 | 2023 |
Extending intraday solar forecast horizons with deep generative models A Carpentieri, D Folini, J Leinonen, A Meyer Applied Energy 377, 124186, 2025 | 3 | 2025 |
Data-driven Surface Solar Irradiance Estimation using Neural Operators at Global Scale A Carpentieri, J Leinonen, J Adie, B Bonev, D Folini, F Hariri arXiv preprint arXiv:2411.08843, 2024 | 1 | 2024 |
Probabilistic minute-scale forecasting of solar energyacross Europe A Meyer, A Carpentieri, K Schuurman EMS2024, 2024 | | 2024 |
SHADECast: Enhancing solar energy integration through probabilistic regional forecasts A Carpentieri, D Folini, J Leinonen, A Meyer EGU24, 2024 | | 2024 |
The Challenge of Intermittency: Probabilistic Spatiotemporal Forecasting of Photovoltaic Energy Production A Meyer, D Folini, M Wild, A Carpentieri 104th AMS Annual Meeting, 2024 | | 2024 |
Scale-dependent Temporal Variability of the Clear-Sky Index and its Relevance for Solar Radiation Forecasts A Carpentieri, D Folini, M Wild, A Meyer EMS2023, 2023 | | 2023 |
Intraday probabilistic forecasts of solar resources with cloud scale-dependent autoregressive advection A Carpentieri, S Pulkkinen, D Nerini, D Folini, M Wild, A Meyer arXiv preprint arXiv:2305.07293, 2023 | | 2023 |
Short-term probabilistic forecast of cloudiness: a scale-dependent advection approach A Carpentieri, D Folini, D Nerini, S Pulkkinen, M Wild, A Meyer EGU General Assembly Conference Abstracts, EGU-12924, 2023 | | 2023 |
Intraday Probabilistic Photovoltaic Power Forecasts Based on Satellite-Derived Cloudiness A Carpentieri, M Wild, D Folini, A Meyer AGU Fall Meeting Abstracts 2022, GC22K-0709, 2022 | | 2022 |
Characterizing and correcting Heliosat Surface Solar Radiation bias on intra-day time scales with deep neural networks A Carpentieri, M Wild, D Folini, A Meyer EMS2022, 2022 | | 2022 |
Deep learning for improved bias correction of satellite-derived SIS maps A Carpentieri, M Wild, D Folini, A Meyer EGU General Assembly Conference Abstracts, EGU22-3641, 2022 | | 2022 |