MAELSTROM Boot Camp 2022: Machine Learning for Weather and Climate
from
Tuesday, September 27, 2022 (8:00 AM)
to
Friday, September 30, 2022 (6:00 PM)
Monday, September 26, 2022
Tuesday, September 27, 2022
9:00 AM
9:00 AM - 10:00 AM
Room: 4001b
10:00 AM
Coffee break
Coffee break
10:00 AM - 10:30 AM
Room: 4001b
10:30 AM
Introduction to Machine Learning
Introduction to Machine Learning
10:30 AM - 12:00 PM
Room: 4001b
12:00 PM
Lunch break
Lunch break
12:00 PM - 1:30 PM
1:30 PM
Introduction to Weather and Climate Applications
Introduction to Weather and Climate Applications
1:30 PM - 2:45 PM
Room: 4001b
2:45 PM
Introduction to HPC systems
Introduction to HPC systems
2:45 PM - 3:45 PM
Room: 4001b
3:45 PM
Coffee break
Coffee break
3:45 PM - 4:15 PM
Room: 4001b
4:15 PM
Hands on to access to HPC system, Git repo and trouble shooting
Hands on to access to HPC system, Git repo and trouble shooting
4:15 PM - 5:15 PM
Room: 4001b
7:00 PM
Joint dinner in the city center of Jülich
Joint dinner in the city center of Jülich
7:00 PM - 9:30 PM
Wednesday, September 28, 2022
9:00 AM
Introduction to the applications, datasets and problem statements
Introduction to the applications, datasets and problem statements
9:00 AM - 10:30 AM
10:30 AM
Coffee Break
Coffee Break
10:30 AM - 11:00 AM
11:00 AM
Hands on session on dataset
Hands on session on dataset
11:00 AM - 12:00 PM
12:00 PM
Lunch break
Lunch break
12:00 PM - 1:00 PM
1:00 PM
Introduction to the first ML solution
Introduction to the first ML solution
1:00 PM - 1:30 PM
1:30 PM
Hands on session on ML solution
Hands on session on ML solution
1:30 PM - 3:00 PM
3:00 PM
Coffee Break
Coffee Break
3:00 PM - 3:30 PM
3:30 PM
5 min pitch from applications tutor or participants
5 min pitch from applications tutor or participants
3:30 PM - 5:00 PM
7:00 PM
Joint dinner
Joint dinner
7:00 PM - 9:00 PM
Thursday, September 29, 2022
9:00 AM
Introduction to advanced ML and Tier 2 datasets
Introduction to advanced ML and Tier 2 datasets
9:00 AM - 10:30 AM
10:30 AM
Coffee Break
Coffee Break
10:30 AM - 11:00 AM
11:00 AM
Hands on session on dataset/advanced ML solution
Hands on session on dataset/advanced ML solution
11:00 AM - 12:00 PM
12:00 PM
Lunch Break
Lunch Break
12:00 PM - 1:00 PM
1:00 PM
Hands on session on advanced ML solution
Hands on session on advanced ML solution
1:00 PM - 3:00 PM
3:00 PM
Coffee Break
Coffee Break
3:00 PM - 3:30 PM
3:30 PM
5 mins pitch from application tutor or participants
5 mins pitch from application tutor or participants
3:30 PM - 5:00 PM
7:00 PM
Joint dinner
Joint dinner
7:00 PM - 9:00 PM
Friday, September 30, 2022
9:00 AM
Hands on session on distributed ML and future work
Hands on session on distributed ML and future work
9:00 AM - 10:30 AM
10:30 AM
Coffee break
Coffee break
10:30 AM - 11:00 AM
11:00 AM
Hands on session on distributed ML and future work discussion
Hands on session on distributed ML and future work discussion
11:00 AM - 12:00 PM
12:00 PM
Lunch break
Lunch break
12:00 PM - 1:00 PM
1:00 PM
Wrap-up and 5 min pitch per application, and feedback.
Wrap-up and 5 min pitch per application, and feedback.
1:00 PM - 3:00 PM
3:00 PM
Visit coal mining site
Visit coal mining site
3:00 PM - 6:00 PM