3rd AtmoRep core developers meeting

Date: 26/08/2024

Minutes

• New member: Michael Tarnawa from JSC - CS, Data parallelisation expertise, joining the team from September 1st

AtmoRep status update:

• We started training the new single field networks using the new (lighter) architecture design from AtmoRep Tag v1.0. Summary slides supporting the new design choices available here. New single field trainings will be available in the next weeks. Expected first multiformer (multi-field coupled configuration) at the end of September.

• Simon is working on putting in place the CI pipelines. There is a new issue on the ideal configuration for the JUREAP large runs. Discussion is ongoing. Expected timeline for the large JUREAP runs: mid March.

• Kacper: New simulations available and the team is currently working on the conversion of the datasets into zarr.

• Nishant: will start working on the code next week and focus on hyper parameter optimisation

• Asma (on holiday, discussion postponed to next time): responsible for the temporal interpolation task. She is working on the refactoring of the log_validate functions to merge temporal_interpolation and global_forecasting output writing modes. Discussion is going on in the gitHub issue.

• Ankit and Michael Tarnawa: Will take care of the parallelisation of the atmorep_read_data interface in the atmorep_analysis project, so to allow for large scale evaluations. Current setup goes out of memory when processing more than 12 dates.