🎓🔗 Webinar "Machine learning in TerraDT: from emulators to impact models for the cryosphere and land surface"

TerraDT is organising an Machine Learning Workshop in Ostrava, on October 20-21, focussed on machine learning (ML) model development on HPC systems and coupling of ML models with numerical simulation methods. Hosted by IT4Innovations National Supercomputing Center (Google maps), the workshop will have hands-on sessions on the first day, working with the MareNostrum 5 (Barcelona Supercomputing Center) and Karolina (IT4Innovations) supercomputers. 

Workshop in a nutshell

The workshop is split into two main topics. 

The first day will showcase software stacks, efficient container building and deployment, and working with heterogenous HPC systems (training a model in one HPC system, and deploying the model for inference on another system). 

The second day focuses on fundamentals of Earth System Model coupling, how to integrate components with Yet Another Compiler (YAC) and Community Interface (ComIn) for ICON processes. On both days, case studies and practical examples will be demonstrated from the TerraDT project, such as AI4Land (global high resolution land use reconstruction), and ML pipeline for model training on aerosol particle precidictions.  

Who should attend?

The workshop is designed for consortium partners and sister projects, interested in developing their skills in Machine Learning (ML) models on HPC systems, and coupling of Earth System Models.