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AI and weather forecasting: all developments in a nutshell
With advances in AI-based weather modelling, the adoption of AI technology in the field has seen a steady increase in...
AI and weather forecasting: regional higher-resolution weather models
In the last few years, there have been significant advances in AI-based weather forecasting. These advances, with new...
AI and weather forecasting: ensemble weather modelling
When you look at a weather forecast, you typically see one prediction for the time you’re interested in. Temperatures...
AI and weather: Better capturing extremes with sharper forecasts
AI-based weather forecasting is an emerging paradigm different than numerical weather prediction (NWP), which today is...
AI and weather forecasting: using observations more directly
AI weather models are bringing a new paradigm to weather forecasting. Highlighting them in our AI series, we have...
AI & weather forecasting: evaluate AI weather models with WeatherBench
In recent articles, we have read about the fast pace of developments in AI-based weather modelling. Considering these...
AI and weather forecasting: second generation of AI weather models
The world of machine learning-based weather prediction (MLWP) is moving fast. Many developments, each of which builds...
Arjan Willemse & Christian Versloot
AI and weather forecasting: the first wave of AI-based weather models
In our previous article on AI-based weather forecasting, we sketched the technologies underlying these so-called MLWP...
AI and weather forecasting: a deep dive into MLWP technology
Machine learning-based weather prediction (MLWP) is increasingly useful for operational weather forecasting. This AI...
New in I'm Weather: AI models
Weather forecasting by AI models is not something for the far future, its already here! We have recently added five of...
Johnny Willemsen
