Traditional weather models take hours to run on supercomputers. DeepMi
Traditional weather models require extensive calculations, often taking hours to run on powerful supercomputers.
DeepMind developed a generative model called DGMR that can predict rainfall in the next 90 minutes ('nowcasting') with incredible accuracy.
This is vital for flash floods. In a changing climate, extreme weather
This rapid forecasting capability is crucial for predicting and mitigating the risk of flash floods.
In a changing climate, extreme weather events are becoming increasingly frequent and severe, demanding faster responses.
The Met Office is also building a 'digital twin' of the Earth’s atmosp
The Met Office is constructing a ‘digital twin’ – a virtual replica – of the Earth’s atmosphere.
This allows scientists to model long-term climate change scenarios, assisting the government in planning for a warmer future.
Frequently asked questions
What role does AI play in improving our ability to predict weather events? By combining physics and deep learning, how can the Met Office ensure the UK is prepared for any weather conditions?
AI is improving our foresight. By combining physics with deep learning, the Met Office ensures the UK is ready for whatever the weather brings.
Who created and maintains the UK AI Knowledge Base, and what is its purpose?
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▶ Try it live
Everything above runs in your browser — open Hash Function Avalanche Visualizer and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.