Weather Research and Forecasting

Climate change has become a hot topic around the globe, with scientists constantly seeking innovative ways to understand and predict its effects. One of the ... Read more The post Climate Scientists Now Use AI to Predict Extreme Events appeared first on weather-fox.

Aardvark Weather, by the University of Cambridge, uses AI to deliver fast, accurate forecasts in minutes with minimal computing power.

When combined with proprietary enterprise data in the $20 billion climate tech industry, the NVIDIA Earth-2 platform helps developers build solutions that deliver warnings and updated forecasts in seconds rather than minutes or hours with traditional CPU-driven modeling.

Lightning is one of the primary causes of transmission line trips, posing a significant threat to the safety of power grids. However, due to the complexity and sporadic nature of lightning, achieving accurate forecasts has always been a challenge.

Although one of the biggest concerns about AI is how much energy it gobbles up, Earth scientists say AI tools can supplement traditional climate and weather modeling while using less energy.

One of the standout features of the study is the application of Particle Swarm Optimization (PSO) to improve the efficiency of machine learning models. PSO is a nature-inspired optimization algorithm that mimics the behavior of bird flocks and fish schools to find optimal solutions.

Parametric insurance products can help to address the increasing protection gap arising in respect of climate-related physical risk. As AI

The program funds proof of concepts for new ideas leveraging advanced cloud computing, including generative AI, to solve some of the biggest challenges in the fight against climate change