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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...
End-to-End Observation-Based ML forecasting podcast
Format:
Podcast
Playlist:
Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published:
July 24, 2026
In this podcast observation-based ML is discussed. From its methods and architecture to challenges and opportunities of...
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...
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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