Papers matching “probabilistic forecasting” 39
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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
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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 -
Hybrid Deep Learning-Based Networks for Deterministic and Probabilistic Wind Nowcasting Within a Wake Vortex Warning System for Vertiport Operations2026 Meteorological Applications article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access
Sooseok Lee, Frank N. Holzäpfel, Anton Stephan, Dieter Moormann
0citations -
Uplifting the Complexity of Analysis for Probabilistic Security of Electricity Supply Assessments Using Artificial Neural Networks2024 SSRN Electronic Journal preprint Engineering Power System Reliability and Maintenance Open access
Justin Münch, Jan Priesmann, Marius Reich, Marius Tillmanns, Aaron Praktiknjo, Mario Adam
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Hybrid Deep Learning‐Based Networks for Deterministic and Probabilistic Wind Nowcasting Within a Wake Vortex Warning System for Vertiport Operations2026 Meteorological Applications article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access
Sooseok Lee, Frank N. Holzäpfel, Anton Stephan, Dieter Moormann
0citations