2 citations · 2 across the 2 of their papers we have counts for
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.SY2023★ 2 cited
Method development for lowering supply temperatures in existing buildings using minimal building information and demand measurement data
Jan Stock, Philipp Althaus, Sascha Johnen +2
Regarding climate change, the need to reduce greenhouse gas emissions is well-known. As building heating contributes to a high share of total energy consumption, which relies mainl…