How DTN accelerates operational weather prediction using NVIDIA Earth-2 on AWS

DTN leverages NVIDIA Earth-2 on AWS to revolutionize weather prediction through an innovative AI-powered approach for cyclone tracking and forecasting.

• Developed a patent-pending AI model that predicts cyclone tracks using ensemble forecasting
• Utilized NVIDIA Earth-2 and Earth2Studio to generate high-resolution weather forecasts in seconds
• Implemented a cloud-native AWS architecture using Step Functions, AWS Batch, and Lambda
• Uses containerized workloads with GPU-enabled EC2 instances for efficient model inference
• Validated the system using historical hurricane tracking data

The solution enables faster, more accurate weather predictions, helping businesses make smarter operational decisions and manage weather-related risks more effectively.