24AI NVIDIA's Earth-2: An Interactive Exploration of AI's Present and Future in NWP

This interactive e-poster session presents recent developments in AI-driven weather and climate prediction, focusing on NVIDIA's Earth-2 project and its implications for the field. We will demonstrate key innovations including the CorrDiff downscaling model, NVIDIA NIMs AI microservices for NWP, and new AI models for regional forecasting and generative sequence prediction, among others. The session will provide hands-on demonstrations of these AI models and their capabilities. Additionally, we will examine potential near-term advancements in AI and their implications for weather prediction. Our aim is to foster discussion on the current state and future directions of AI in numerical weather prediction, exploring its potential to enhance our understanding and forecasting of Earth's weather and climate systems.