The target participants were master and PhD students, as well as early career scientists, with a basic background either in meteorology or machine learning or both. Some limited knowledge of Python and standard ML frameworks (e.g. TensorFlow or PyTorch) was encouraged. Also, we recommended that participants were also familiar with Jupyter Notebooks and git, though this was not a requirement.
There was no registration fee.
Wednesday, 8 November 2023 | ||
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Morning session | ||
09:00 to 09:30 | A high-level introduction into MAELSTROM, Earth sciences, machine learning, and high performance computing Presentation slides |
Peter Düben (ECMWF) |
09:30 to 10:30 | A closer look into high performance computing Presentation slides |
Andreas Herten (JSC) |
10:30 to 11:00 | Coffee break | |
11:00 to 12:00 | A closer look into machine learning for weather and climate applications Presentation slides |
Peter Düben (ECMWF) |
12:00 to 12:30 | Q&A | |
12:30 to 13:30 | Lunch break | |
Afternoon session | ||
Group photo | ||
13:30 to 14:30 | Group A: A demo of performance models | Karthick Panner Selvam (University of Luxembourg) |
13:30 to 14:30 | Group B: A shallow entry into deep learning and other machine learning methods Presentation slides |
Peter Düben (ECMWF), Ana Prieto Nemesio (ECMWF) |
14:30 to 15:00 | Organisation into groups | |
15:00 to 18:00 | Free work in groups
Coffee / tea available at 15:30 |
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19:00 to 21:00 | Boot Camp pub dinner |
Thursday, 9 November 2023 | ||
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Morning session | ||
09:00 to 09:30 | Progress update of groups | |
09:30 to 11:00 | Free work in groups | |
11:00 to 11:30 | Coffee break | |
11:30 to 12:30 | Free work in groups | |
12:30 to 13:30 | Lunch break | |
Afternoon session | ||
13:30 to 15:30 | Free work in groups | |
15:30 to 16:00 | Coffee break | |
16:00 to 17:30 | Free work in groups | |
17:30 to 18:00 | Progress update of groups |
Friday, 10 November 2023 | ||
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Morning session | ||
09:00 to 11:00 | Free work in groups
Including coffee break at 10:30 |
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11:00 to 13:00 | Summary of results and close |