Met Office research shows how incorporating physical principles into the training process can help AI forecasts better represent weather systems, sharp fronts, and high-impact events while maintaining strong forecast performance.
Published
Signal category
Research & Knowledge
Quote
“Our latest research shows how incorporating physical principles into the training process can help AI forecasts better represent weather systems, sharp fronts and high-impact events while maintaining strong forecast performance.”
— Met Office team
Company
Met Office
Global leaders in weather and climate science
- Industry
- Environmental Services
- Location
- Exeter, GB
- Company size
- 2,301 employees
The Met Office combines weather and climate science and data with expert insights to help government, businesses, emergency responders and the public to make informed decisions based on the weather and our changing climate. Everything we do is based on world-leading science and enhanced by the close working relationships we have with partners around the globe. We collect and make sense of massive amounts of data every day, using cutting-edge technology to deliver it into the hands of the people that need it, when it matters. Our expert meteorologists tailor forecasts and weather warnings to the needs of individuals and organisations to ensure they have maximum impact. And in collaboration with international organisations, we're advancing global understanding of our changing climate through ground-breaking research that underpins critical services vital for UK resilience. We are the Met Office. This is world- changing work.
Founded 1854