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Postdoctoral | Research Associate for the Project “AI4PEX” at the University of Hamburg
The focus of this project at Universität Hamburg will be to investigate the individual and compound ocean extreme events and their precursors based on high-resolution ESM simulations and EO-based fields by leveraging ML methods. Thereby a possible focus can be on the coastal ocean extreme to exploit the power of high-resolution observational datasets. Key factors of large-scale/local-scale conditions in modulating the occurrence of extremes will be identified. The effects of anthropogenic forcings in the presence of internal climate variability on extreme distribution patterns will also be studied to facilitate more reliable future projections.
Successful candidate will be part of a vibrant research group “Modeling the carbon cycle in the Earth system” working in Earth system modeling focusing on the ocean carbon cycle.
Starting date: 01/04/2025
Deadline: 06/02/2025
Scientist in AI-based emulator for High-Resolution Sea Ice Modeling (f/m/d) at the Alfred Wegener Institute (AWI)
The Climate Dynamics section of the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) in Bremerhaven, Germany, is seeking applications for a position focused on high-resolution sea ice modeling to prepare and conduct innovative kilometer-scale climate simulations. The position includes the following responsibilities:
- Developing an AI-based sea ice model emulator based on high-resolution FESOM2 simulations (https://github.com/FESOM/fesom2) and potentially incorporating observational data
- Adapting the AI-based sea ice emulator for various downstream tasks
- Extending the emulator to include advanced sea ice thermodynamics
- Publishing the results of these developments in scientific literature
You will collaborate with leading European climate modelers, computational scientists, and software engineers to develop Digital Twins of the climate system, supporting climate change adaptation efforts. The project has a strong AI component, and there will be close cooperation with other national and international projects developing AI solutions for geoscience.
Deadline: 27/02/2025
Scientist in High-Resolution Sea Ice Modeling (d/f/m) at the Alfred Wegener Institute (AWI)
The position includes the following responsibilities:
- Preparing the FESOM (https://github.com/FESOM/fesom2) sea ice model for integration into the next version of the IFS-FESOM coupled model
- Extending the model’s functionality by implementing advanced sea ice thermodynamics for coupled simulations
- Conducting high-resolution simulations with the updated sea ice model
- Contributing to the development of an AI-based emulator for the high-resolution sea ice model
You will collaborate with leading European climate modelers, computational scientists, and software engineers to develop Digital Twins of the climate system, supporting climate change adaptation efforts.
Deadline: 02/03/2025
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