Showing 1 - 12 of 64 results
Training course: Data assimilation & Machine Learning Upcoming

Training course: Data assimilation & Machine Learning

Event: - | ECMWF
Tags: Machine learning
This 5-day training course focuses on describing Data Assimilation (DA) methods and general aspects of assimilating...
Training course: Machine Learning-based weather forecasting Upcoming

Training course: Machine Learning-based weather forecasting

Event: - | ECMWF
Tags: Machine learning
This five-day training offers a deep dive into Earth system forecasting using state-of-the-art deep learning approaches...
Online course: ML for Earth Systems Modelling - Applications and Future Directions Upcoming

Online course: ML for Earth Systems Modelling - Applications and Future Directions

Event: - | Online
Tags: Machine learning
Discover how machine learning is being applied to real-world Earth system challenges and explore emerging approaches...
Discover Anemoi 2026 1: Introduction and Datasets

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

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

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

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...
Panel: Towards Regional High-Resolution Weather Forecasting with Machine Learning Past

Panel: Towards Regional High-Resolution Weather Forecasting with Machine Learning

Event: - | Virtual
Tags: Machine learning
Outline ECMWF will host a live panel on 3 July 2026, under the Destination Earth (#DestinE) initiative of DG-CNECT at...
Evaluation and benchmarking

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

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

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)

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...