Ralf Mikut
2 papers · Latest:
Machine Learning
Explainable Load Forecasting with Covariate-Informed Time Series Foundation Models
This paper introduces an efficient SHAP algorithm to make Time Series Foundation Models explainable for critical load forecasting, showing competitive performance.
2604.28149
EconometricsEnergy-Arena: A Dynamic Benchmark for Operational Energy Forecasting
Energy-Arena is a dynamic platform for operational energy forecasting, providing a continuously updated benchmark to improve research comparability.
2604.24705
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