most citedGeneration of Large District Heating System Models Using Open-Source Data and Tools: An Exemplary Workflow

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cs.LG2026

Systematic Evaluation of TabPFN-TS for Zero-Shot Probabilistic Heat Load Forecasting in District Heating Networks

Ben Spoek, Karim K. Ben Hicham, Kai Derzsi +3

District heating energy hubs require reliable heat load forecasts for efficient operational scheduling. Conventional forecasting workflows train system-specific models on historica…