2025

[Talk] Mohamad Hakam Shams Eddin

AI for early warnings addressing floods and droughts

AI For Good

22 September 2025

[Talk] Michael Langguth

RAINA Nowcasting – High-resolution nowcasting of precipitation and wind extremes with a foundation model for the atmosphere

Machine Learning for Earth System Modelling Workshop, Bonn

26 August 2025

[Talk] Christian Lessig

The WeatherGenerator: a foundation model for weather and climate

Machine Learning for Earth System Modelling Workshop, Bonn

26 August 2025

[Poster] Britta Seegebrecht, Sabrina Wahl, Stefanie Hollborn, Jan Keller, Roland Potthast, Erik Pavel, Michael Langguth, Martin Schultz, Christian Lessig, Ilaria Luise , Juergen Gall, Anas Al-lahham, Mohamad Hakam Shams Eddin

Verification of AI models – Adaptation and extension of an operational verification framework as part of the RAINA project

Machine Learning for Earth System Modelling Workshop, Bonn

26 August 2025

[Talk] Mohamad Hakam Shams Eddin, Yikui Zhang, Stefan Kollet, Jürgen Gall

RiverMamba: A State Space Model for Global River Discharge and Flood Forecasting

Machine Learning for Earth System Modelling Workshop, Bonn

25 August 2025

[Article] Mohamad Hakam Shams Eddin, Yikui Zhang, Stefan Kollet, Juergen Gall

RiverMamba: A State Space Model for Global River Discharge and Flood Forecasting

arxiv: Computer Vision and Pattern Recognition 2505.22535.

29 May 2025

2024

[Talk] Juergen Gall

AIDA Lecture 44: AI for Earth Science and Sustainable Agriculture, DHL, Bonn, 2025
– From Forecasting Human Behavior to Forecasting Extreme Weather and Climate Events, International AI Doctoral Academy (AIDA), 2024.

17 December 2024

[Article] Mohamad Hakam Shams Eddin and Juergen Gall

Identifying Spatio-Temporal Drivers of Extreme Events, Conference on Neural Information Processing Systems  (NeurIPS’24)

arxiv: Computer Vision and Pattern Recognition 2410.24075.

31 October 2024