# AXA uses NVIDIA Earth-2 to simulate 1,000 cyclone seasons for risk assessment

> Original title: How do you assess cyclone risk beyond what a few decades of historical data can reveal?

- Source: NVIDIA AI
- Published: 2026-10-27T19:47:43.000Z
- Bad Influence: https://badinfluence.news/items/lk0i7oy8es4qt2enhtxt5zgnz
- Original: https://x.com/NVIDIAAI/status/2115168584351805628

## Summary

AXA researchers used FourCastNet 3, an open global weather forecasting model in NVIDIA Earth-2, to generate more than 1,000 simulated cyclone seasons. The simulations show where cyclones travel, how often they occur, and how storms affect multiple regions in the same season. AXA can use these insights in its risk assessments and to target customer prevention efforts.

## Post

How do you assess cyclone risk beyond what a few decades of historical data can reveal?

@AXA researchers are using NVIDIA Earth-2 to help fill that gap.

Using FourCastNet 3, one of Earth-2’s open, global weather forecasting models, the team generated more than 1,000 simulated cyclone seasons to study possible storm activity around the globe.

These simulations help researchers understand where cyclones travel, how often they occur, and how storms affect multiple regions within the same season. Those insights can inform AXA’s risk assessments and help customers target prevention efforts.

Learn how AXA and other organizations are applying Earth-2 to weather forecasting, risk assessment, and environmental modeling: https://nvda.ws/4hPfG7z

[Video](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Famplify_video_thumb%2F2115160016336687104%2Fimg%2F0EOPDzYIVkO9-4t0.jpg&mode=thumb&exp=1793404800&sig=546882cdf7be69bc)