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Discover Anemoi 2026 1: Introduction and Datasets
Format:
Videos
Playlist:
Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction, Discover Anemoi: Webinar Series
Published:
August 6, 2026
In this Webinar, Ana Prieto Nemesio and Harrison Cook, introduce Anemoi from a dataset to a working model, what...
Discover Anemoi 2026 3: Training and Inference
Format:
Videos
Playlist:
Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction, Discover Anemoi: Webinar Series
Published:
July 9, 2026
In this webinar, Ana Priesto Nemesio and Harrison Cook go in depth how Anemoi is used to train models. They discuss...
Towards Regional High-Resolution Weather Forecasting with Machine Learning
Format:
Videos
Playlist:
Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published:
July 9, 2026
Drawing on real-world experience with tools like Anemoi, ERA5, AIFS, and the Forecast-in-a-Box framework, the panel...
Evaluation and benchmarking
Format:
Videos
Playlist:
Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published:
June 29, 2026
Sam Allen will go in depth in model evaluation statistics of models as well as a variety of methods used for...
Ensemble probabilistic forecasting at ECMWF
Format:
Videos
Playlist:
Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published:
June 29, 2026
In this lecture, Simon Lang explains the benefits, risks and differences of using AIFS ensemble forecasts compared to...
Discover Anemoi 2026 2: Graphs and models
Format:
Videos
Playlist:
Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction, Discover Anemoi: Webinar Series
Published:
June 24, 2026
In this webinar Ana Priesto Nemesio and Mario Santa Cruz explain data transformations used for graphical models and its...
The Deterministic AI Forecasting Systems (AIFS-Single)
Format:
Videos
Playlist:
Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published:
June 24, 2026
In this lecture Gabriel Moldovan goes into more depth on the AIFS, from Architecture to its use cases. Gabriel shortly...
Beyond Morpheus - navigating the new EWC Services
Format:
Videos
Playlist:
European Weather Cloud (EWC)
Published:
June 22, 2026
This webinar focuses on the transition away from Morpheus, which will be phased out at the end of 2026. Users are shown...
Introduction to the Earth AI model
Format:
Videos
Playlist:
Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published:
June 8, 2026
Joel Oskarsson introduces the interactive AI Earth model explorer where he explains the architecture and how to find...
Making ERA5 Machine Learning ready
Format:
Videos
Playlist:
Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published:
May 29, 2026
Harrison Cook takes you along the ERA5 data and explains how to make it a ML ready, using an ERA5 inspired notebook...
Attention and sequence modelling
Format:
Videos
Playlist:
Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published:
May 29, 2026
Matthias Karlbauer introduces Transformer neural network, from the architecture to its use in society and for climate...
Generative modelling of atmospheric fields
Format:
Videos
Playlist:
Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published:
May 29, 2026
Sophie Xhonneux introduces deep generative models, covering core concepts and two key approaches and why they matter for...
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