Publications
2026
Covariates Are the Key to Accurate Probabilistic Building Energy Forecasting with Time Series Foundation Models
Kreusel, A.; Hertel, M.; Noskiewicz, M.; Zahn, F.; Maaß, H.; Mikut, R.; Hagenmeyer, V.
2026. Proceedings of the 2026 ACM Sustainability Week, 172–182, Association for Computing Machinery (ACM). doi:10.1145/3765611.3815507
Kreusel, A.; Hertel, M.; Noskiewicz, M.; Zahn, F.; Maaß, H.; Mikut, R.; Hagenmeyer, V.
2026. Proceedings of the 2026 ACM Sustainability Week, 172–182, Association for Computing Machinery (ACM). doi:10.1145/3765611.3815507
2025
Evaluating Time-Series Foundation Models for Cooling Demand Forecasting with Little Data
Kreusel, A.; Hertel, M.; Noskiewicz, M.; Maaß, H.; Mikut, R.; Hagenmeyer, V.
2025. Proceedings 35. Workshop Computational Intelligence : Berlin, 20. - 21. November 2025, 301–322, Karlsruher Institut für Technologie (KIT)
Kreusel, A.; Hertel, M.; Noskiewicz, M.; Maaß, H.; Mikut, R.; Hagenmeyer, V.
2025. Proceedings 35. Workshop Computational Intelligence : Berlin, 20. - 21. November 2025, 301–322, Karlsruher Institut für Technologie (KIT)