Majid Rasheed

Model Capacity Alignment under Data Scarcity: Tree-Based Ensembles versus Deep Recurrent Networks for Daily Solar Radiation Forecasting in West Africa

2026 · Open MIND

Deep learning architectures dominate contemporary solar radiation forecasting research, yet their effectiveness under limited data regimes remains insufficiently examined. This study investigates model capacity alignment under data scarcity using daily solar irradiance datasets from Nigeria, …