Using Machine Learning to Forecast the Weather
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AI Is Learning to Predict the Weather
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AI and machine learning are improving weather forecasts, but they won’t replace human experts
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Predicting weather with AI models can be a challenge with so many variables impacting the model at various points. 🌦️ The latest paper in AI weather models from #NVIDIAResearch shares a new methodology to improve weather forecasting ➡️ https://nvda.ws/3Yo23Sm Key findings 👇 • Deterministic leaderboards ≠ real-world readiness (probabilistic skill matters more) • An easier and hyper-parameter free way to test ensembles of AI weather forecasts • Training methods need rethink to preserve uncertain
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FacebookNVIDIA AI
🤖 Machine learning and data-driven methods are unlocking new opportunities for weather forecasting and research. Here’s how: ⏩ Accelerated research: Experiments run faster than with traditional models 🖥️ Explore more data: Tap into vast, existing and unexplored datasets to enhance weather forecasting 🤝 Cross-sector collaboration: Technology bridges meteorological services, academia, and the private sector #ScienceForAction | World Meteorological Organization
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