Training

Machine Learning in Earth System Modelling - Overview and Evolution

This video is the recording of the webinar on the evolving role of machine learning (ML) and artificial intelligence (AI...

Peer Nowack, Professor for Artificial Intelligence in Climate and Environmental Sciences at Karlsruhe Institute of...

Sebastian Schmidt, Data Scientist for Trustworthy AI, Fraunhofer IAIS, introduces the trustworthy AI Practical Steps...

Stephan Siemen, Strategic Projects Coordinator at ECMWF, explains the ethical considerations when using AI in...

Christian Lessig, Senior Scientist at ECMWF and Team Lead for Machine Learning Modelling within the Earth System...

This webinar presents a range of case studies comparing the AIFS Single v1 and AIFS ENS v1 models with ECMWF’s IFS and...

This webinar explores key considerations for operational forecasters when using forecasts produced by AIFS machine...

This webinar briefly describes ECMWF's machine learning work and models - AIFS Single v1 and AIFS ENS v1. How to access...

On Tuesday 1 July 2025, the first version of the Artificial Intelligence Forecasting System (AIFS) Ensemble model will...

On Tuesday 25 February 2025, a new version of the deterministic model of the Artificial Intelligence Forecasting System...

After successfully training a model and saving it to disk, we can run the model in inference mode and obtain predictions...