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Papers matching “probabilistic forecasting” 6

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Probabilistic machine learning for pattern recognition and design exploration
2021 RWTH Publications (RWTH Aachen) dissertation Computer Science Gaussian Processes and Bayesian Inference Open access

Kevin Cremanns

3

citations
Leveraging Generative Models for ASI-based Solar Nowcasting
2024 conference-abstract Computer Science Solar Radiation and Photovoltaics Open access

Yann Fabel, Dominik Schnaus, Stefan Wilbert, Niklas Benedikt Blum, Luis Fernando Zarzalejo, Julia Kowalski, +1 more

0

citations
Combining Deep Learning and Physical Models: A Benchmark Study on All‐Sky Imager‐Based Solar Nowcasting Systems
2023 Solar RRL article Computer Science Solar Radiation and Photovoltaics Open access

Yann Fabel, Bijan Nouri, Stefan Wilbert, Niklas Benedikt Blum, Dominik Schnaus, Rudolph Triebel, +4 more

20

citations
Residual bayesian attention networks for uncertainty quantification in regression tasks
2025 Scientific Reports article Computer Science Gaussian Processes and Bayesian Inference Open access

Youliang Chen, Wencan Guan, Rafig Azzam

10

citations
KernelMatmul: Scaling Gaussian Processes to Large Time Series
2025 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access

Tilman Hoffbauer, Holger H. Hoos, Jakob Bossek

0

citations
Analyzing Spatial Variations of Cloud Attenuation by a Network of All-Sky Imagers
2022 Remote Sensing article Computer Science Solar Radiation and Photovoltaics Open access

Niklas Benedikt Blum, Stefan Wilbert, Bijan Nouri, Jonas Stührenberg, Jorge Enrique Lezaca Galeano, Thomas Schmidt, +3 more

16

citations

6 results