Week 1:
Topic
Development of ultra-high resolution Veros setup of the Gullmarsfjorden with marine biogeochemistry
Participants:
Markus Jochum, James Avery, Roman Nuterman, Fabien Roquet & Göran Bröstrom
Week 2:
Topic
Machine Learning for climate and the carbon cycle (led by Markus Jochum, James Avery, Roman Nuterman)
Schedule
- Mon:
9 am - The zoo of ML methods (Jochum)
11 am - personal research and goals for the week (all, 10 min each) - Tue:
9 am - Bayesian optimization of ocean models (Mrozowska)
11 am - Echo-state networks to predict Kuroshio transitions (Avery) - Wed:
9 am - Granger causality and Directed Acyclic Graphs in climate research (Zheng)
11 am - PCMCI and pySR applied to the carbon cycle of CESM
2-5 pm - Hackthon - Thu:
9 am-5pm - Hackathon - Fri:
9 am-noon - preparing presentations about progress
2-5 pm - Individual progress and challenges (20 min each)
Participants:
Svenja Frey, Qi-fan Wu, Hannah Melzer, Marta Mrozowska, Asger Thorman, Jeppe Petersen, Maria Griebe and Peisong Zheng
Place and Time
Sunday, July 28 to Saturday, August 10 at Bornö Stationen, a small retreat in Sweden (see on map).
