University of Cambridge > Talks.cam > Quantitative Climate and Environmental Science Seminars > Towards machine learning in operational weather forecasting

  Browse A-Z

Log in

University Account External (via Google)

🔐 Log In

Information on

Subscribing to talksdetails Finding a talkdetails Adding a talkdetails Disseminating talksdetails Help and Documentationdetails

ℹī¸ Information

Towards machine learning in operational weather forecasting

Download to your calendar using vCal

If you have a question about this talk, please contact .

Machine learning has emerged as a powerful tool in a variety of applications. Recently academia, meteorological centres and technology companies alike have asked the question of whether machine learning can be a force for good in weather forecasting. First I will review the recent flurry of work in this domain, which run the gamut from the incremental to the systemic. Building on this I will highlight some of the approaches that ECMWF are exploring for incorporating machine learning into a weather forecasting workflow. Finally I will look forward to the roadmap and challenges ahead for taking these approaches into operations.

This talk is part of the Quantitative Climate and Environmental Science Seminars series.

This talk is included in these lists:

Note that ex-directory lists are not shown.

Other lists

EDC loft meeting room, Engineering Design Centre, CUED St Catharine's Lecture Series FW26, Department of Computer Science

Other talks

Market Failure, Organ Shortage, Pandemic and Climate Change: The Architecture of Cooperation Proteomics: Expression Analysis and Subcellular Localisation Non-stationarity in structural dynamics, challenges and implications for modelling and structural health monitoring Packing the Border: Quail Crates and the Regulation of Animal Movement on the US-Mexico Border, 1910s-1940s A Few Days in Patagonia - the Deep South Fun experiments you can only do with frogs
 

Š 2006-2025 Talks.cam, University of Cambridge. Contact Us | Help and Documentation | Privacy and Publicity