Showing 13 - 24 of 45 results
Machine Learning for Operational Forecasters Webinar 3: Case Studies

Machine Learning for Operational Forecasters Webinar 3: Case Studies

Format: Videos
Playlist: Webinar Series: Machine Learning for operational forecasters
Published: December 3, 2025
This webinar presents a range of case studies comparing the AIFS Single v1 and AIFS ENS v1 models with ECMWF’s IFS and...
Machine Learning for Operational Forecasters Webinar 2: What you need to be aware of

Machine Learning for Operational Forecasters Webinar 2: What you need to be aware of

Format: Videos
Playlist: Webinar Series: Machine Learning for operational forecasters
Published: November 20, 2025
This webinar explores key considerations for operational forecasters when using forecasts produced by AIFS machine...
Machine Learning for Operational Forecasters Webinar 1: Discover Machine Learning Models

Machine Learning for Operational Forecasters Webinar 1: Discover Machine Learning Models

Format: Videos
Playlist: Webinar Series: Machine Learning for operational forecasters
Published: November 20, 2025
This webinar briefly describes ECMWF's machine learning work and models - AIFS Single v1 and AIFS ENS v1. How to access...
Training course: Machine learning for weather prediction Past

Training course: Machine learning for weather prediction

Event: - | ECMWF
Tags: Machine learning
This five-day course focuses on machine learning for numerical weather prediction (NWP). This will include: An overview...
Introduction to AIFS ENS v1

Introduction to AIFS ENS v1

Format: Videos
Playlist: ECMWF AIFS Updates
Published: June 24, 2025
On Tuesday 1 July 2025, the first version of the Artificial Intelligence Forecasting System (AIFS) Ensemble model will...
Training course: Data assimilation & Machine Learning Past

Training course: Data assimilation & Machine Learning

Event: - | ECMWF
Tags: Machine learning
This five-day course focuses on describing Data Assimilation (DA) methods and general aspects of assimilating...
Introduction to AIFS Single v1

Introduction to AIFS Single v1

Format: Videos
Playlist: ECMWF AIFS Updates
Published: February 24, 2025
On Tuesday 25 February 2025, a new version of the deterministic model of the Artificial Intelligence Forecasting System...
Discover Anemoi: Introduction to Anemoi

Discover Anemoi: Introduction to Anemoi

Format: Videos
Playlist: Discover Anemoi: Webinar Series
Published: January 14, 2025
Get started with Anemoi, ECMWF's open-source framework for machine learning weather forecasting. In this introductory...
Discover Anemoi: Webinar Series Past

Discover Anemoi: Webinar Series

Event: - | Online
Tags: Machine learning
ECMWF is pleased to announce Discover Anemoi - a six-part series of training webinars covering the use of the Anemoi...
Comparing satellite data with models

Comparing satellite data with models

Format: notebook
Published: January 1, 2025

Introducing the theory of comparing satellite retrievals with model fields using averaging kernels and operators.

TROPOMI Ozone Profile retrievals

TROPOMI Ozone Profile retrievals

Format: notebook
Published: January 1, 2025

Analysing TROPOMI ozone profiles using averaging kernels to compare satellite retrievals with model vertical structure.

Comparing TROPOMI NO2 columns with the CAMS regional air quality ensemble product

Comparing TROPOMI NO2 columns with the CAMS regional air quality ensemble product

Format: notebook
Published: January 1, 2025

Comparing TROPOMI NO₂ observations with CAMS regional fields to assess spatial patterns and air-quality variability.