AI Chases the Storm: New NVIDIA Research Boosts Weather Prediction, Climate Simulation
AI Chases the Storm: New NVIDIA Research Boosts Weather Predicti…
Aug 19, 2024
nvidia.com
Huge Ensembles of Weather Extremes using NVIDIA's Fourier Forecasting Neural Network (FourCastNet) S61436 | GTC 2024 | NVIDIA On-Demand
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🌦️ How can weather models and forecasting be improved with AI? 🌏 Our FourCastNet 3 running on NVIDIA Earth-2 can generate a 15‑day global forecast in a minute and can deliver a 60-day global weather forecast—updated every 6 hours—in less than four minutes on a single GPU. Technical deep dive from #NVIDIAResearch ➡️ https://developer.nvidia.com/blog/fourcastnet-3-enables-fast-and-accurate-large-ensemble-weather-forecasting-with-scalable-geometric-ml/ | NVIDIA AI
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🌦️ How can weather models and forecasting be improved with AI? 🌏 …
3.2K views8 months ago
FacebookNVIDIA AI
⚡️ Gen AI super-resolution is accelerating weather prediction. 50x speedup wiht NVIDIA Earth-2 & CorrDiff for low-compute, scalable AI models. Faster training & real-time predictions are here. Learn more. 👉 https://nvda.ws/3LXwDil | NVIDIA AI
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⚡️ Gen AI super-resolution is accelerating weather prediction. 5…
4.7K views4 months ago
FacebookNVIDIA AI
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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Predicting weather with AI models can be a challenge with so many v…
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FacebookNVIDIA AI
🌎 With the rising frequency of extreme weather events, high-resolution, AI-powered predictions of weather phenomena could help mitigate risks to people. ⛈️ Today, Communications Earth and Environment, published #NVIDIAResearch on CorrDiff, a generative AI model that enables kilometer-scale weather forecasts as part of the NVIDIA Earth-2 platform. ➡️ https://blogs.nvidia.com/blog/earth-2-ai-high-resolution-forecasts/ | NVIDIA AI
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🌎 With the rising frequency of extreme weather events, high-reso…
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FacebookNVIDIA AI
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