2 papers
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…
eess.SY2026
Standardizing case study descriptions for multi-energy systems and networks modeling
Mathieu Vallee, Eva Schischke, Edmund Widl +11
Research on Multi-Energy Systems (MES) often relies on case studies with divergent hypotheses and terminologies, limiting comparability and slowing progress. Discussions at the ECO…