Predictive Analytics: Key Models and Practical Applications

Discover how predictive analytics uses data-driven models like decision trees and neural networks to forecast outcomes and ...
pv magazine International

Hybrid deep learning model for PV forecasting in scenarios with considerable fluctuations

Researchers in China conceived a new PV forecasting approach that integrates causal convolution, recurrent structures, attention mechanisms, and the Kolmogorov–Arnold Network (KAN). Experimental ...
Ars Technica

Google’s DeepMind tackles weather forecasting, with great performance

But using AI is still extremely tempting because the alternative is a computational atmospheric circulation model, which is extremely compute-intensive. Still, it’s highly successful, with the ...
Microsoft

From sea to sky: Microsoft’s Aurora AI foundation model goes beyond weather forecasting

Destructive hurricanes. Huge ocean waves. Sandstorms and severe smog. Extreme weather events are becoming increasingly common, piling pressure on communities to prepare for a range of disasters with ...
9to5google

WeatherNext 2 is Google’s most accurate forecasting model, now used by Pixel Weather & Search

Google DeepMind and Google Research today announced WeatherNext 2 as its “most advanced and efficient forecasting model.” Notably, it’s helping power forecasts in Google’s consumer apps, including ...
Business Wire

WindBorne Breaks New AI Forecasting Records with “WeatherMesh-2” Model, Surpassing AI and Physics Gold Standards

WM-2’s new forecasting records can be attributed to both WindBorne’s novel pipeline of atmospheric data, as well as to the company’s proprietary AI modeling innovations PALO ALTO, Calif.--(BUSINESS ...
The New York Times

A.I. Is Poised to Revolutionize Weather Forecasting. A New Tool Shows Promise.

A Microsoft model can make accurate 10-day forecasts quickly, an analysis found. And, it’s designed to predict more than weather. By Rebecca Dzombak Weather forecasters rely on models to help them ...
pv magazine International

Accuracy Analysis: ECMWF’s AI model for solar forecasting performs well

Global weather models form the foundation of much of the available solar irradiance and power forecasting, and are typically sourced from publicly funded weather agencies, including the European ...