Ep 378: How AI is Transforming Climate Forecasting and Weather Prediction

Everyday AI Podcast – An AI and ChatGPT Podcast

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Ready to see how AI is rewriting our climate future? We’re diving deep into how cutting-edge AI is transforming climate forecasting in ways you wouldn’t believe.
From simulating extreme weather patterns to unlocking a whole new level of prediction accuracy, the future of climate science is here—and it’s powered by NVIDIA’s Earth-2, a visionary project that uses AI to build a digital twin of the planet.
Another game-changer?
NVIDIA’s Stormcast. It's pushing the boundaries of weather prediction with generative AI, offering unprecedented precision in forecasting major weather events.
Mike Pritchard from NVIDIA joins us to discuss.
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Topics Covered in This Episode:
1. Role of NVIDIA in Weather Forecasting
2. Impact of AI on Weather Forecasting
3. Data Streams and Predictions
4. AI in Climate Change and Regulation
Timestamps:
01:55 Daily AI news
04:40 About Mike and his role at NVIDIA
08:35 Weather predictions use complex, intensive, chaotic computational models.
10:28 NVIDIA's AI model revolutionizing weather predictions globally.
13:56 Stormcast: AI disrupts weather prediction models' physics.
19:16 AI enables high-resolution, large ensemble weather forecasts.
20:35 NVIDIA's Stormcast enables on-demand, personalized weather forecasting.
24:49 Cloud changes affect global warming and climate.
27:39 AI models for ocean-atmosphere climate prediction.
31:11 AI predicts weather using learned physical models.
34:05 Generative AI aids in extreme weather preparedness.
Keywords:
AI in weather prediction, NVIDIA, data streams and predictions, prediction models, atmospheric conditions, probabilistic outcomes, stochastic processes, Stormcast research project, high-resolution weather modeling, generative AI, meteorological expertise, on-demand weather forecasting, niche weather models, ensemble simulations, extreme weather events, climate simulation, cloud formation, meteorological agencies, climate change, Mike Pritchard, Everyday AI, Microsoft WorkLab podcast, climate simulation research, healthcare efficiency, Blackwell GPU, Tesla autonomous vehicles, clouds in climate regulation, sub-seasonal to seasonal weather predictions, ocean-atmosphere systems, extreme weather predictions.