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Systematic Evaluation of TabPFN-TS and Chronos-2 for Zero-Shot Heat Load Forecasting in District Heating Networks2026 arXiv (Cornell University) preprint Engineering Integrated Energy Systems Optimization Open access
Ben Spoek, Karim Ben Hicham, K Derzsi, Philipp Althaus, Alexander Mitsos, Dirk Müller
0citations -
Systematic Evaluation of TabPFN-TS for Zero-Shot Probabilistic Heat Load Forecasting in District Heating Networks2026 Zenodo (CERN European Organization for Nuclear Research) software Engineering Energy Load and Power Forecasting Open access
Ben Spoek, Karim Ben Hicham, K Derzsi, Philipp Althaus, Alexander Mitsos, Dirk Müller
0citations -
Systematic Evaluation of TabPFN-TS and Chronos-2 for Zero-Shot Heat Load Forecasting in District Heating Networks2026 Zenodo (CERN European Organization for Nuclear Research) software Engineering Integrated Energy Systems Optimization Open access
Ben Spoek, Karim Ben Hicham, K Derzsi, Philipp Althaus, Alexander Mitsos, Dirk Müller
0citations -
Lessons Learned from a Field Study on Deep-Learning-Based Model Predictive Control for Optimizing the Operation of Façade Ventilation Units2025 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Clara-Larissa Lorenz, Oliver Abele, Jérôme Frisch, Christoph van Treeck
0citations
12 results