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cs.LG2025
Neural Architecture Search for global multi-step Forecasting of Energy Production Time Series
Georg Velev, Stefan Lessmann
The dynamic energy sector requires both predictive accuracy and runtime efficiency for short-term forecasting of energy generation under operational constraints, where timely and p…
cs.LG2024
Energy Price Modelling: A Comparative Evaluation of four Generations of Forecasting Methods
Alexandru-Victor Andrei, Georg Velev, Filip-Mihai Toma +2
Energy is a critical driver of modern economic systems. Accurate energy price forecasting plays an important role in supporting decision-making at various levels, from operational…