Machine Learning can help predict extreme weather

A deep learning technique could reduce the error in 10-day weather forecasts by more than 90%, allowing communities to better prepare for ...

Understanding extreme weather. A new machine learning approach helps scientists understand why extreme precipitation days in the Midwest are ...

AI is helping clinicians understand and prepare for the health consequences of climate change and the extreme weather events it causes.

New research from the University of Washington is refining AI weather models using deep learning for more accurate predictions and ...

AI techniques, particularly machine learning and deep learning, are employed to build predictive models that forecast weather conditions with ...

Sapsis and his colleagues have now developed a method to “correct” the predictions from coarse climate models. By combining machine learning ...

Google DeepMind, Google's AI research laboratory, is developing a machine learning model that it says can accurately predict weather in seconds ...

Deep learning offers a different approach: using data instead of physical equations to create a weather forecast system. GraphCast is trained on ...

The result is a model capable of predicting hundreds of meteorological variables over a period of 10 days and with an overall resolution of 0.25 ...

Weather and climate scientists developed new applications in collaboration with machine learning researchers, while software engineers worked to ...

The stories on artificial intelligence's improving ability to predict extreme weather often begin with powerful hurricanes. As Scientific ...

Recently, numerous studies have been devoted to the use of artificial intelligence (AI) to study predictability and make climate predictions. AI ...

Over the last few years, developments in data-driven numerical weather prediction (NWP) based on machine learning have been very fast.

This model can be used to forecast the probability of severe weather events during a given period, providing critical information to help ...

There can't be AI weather predictions without machine learning. ML algorithms are detailed, and we can break them down into three main ...

The research, based on an analysis of November 2023's Storm Ciaran, suggests weather forecasts that use machine learning can produce predictions ...

But in just the past three years, AI models from companies like Google, Huawei, and Nvidia that use historical weather data have been releasing ...

Improved weather and climate forecasting using machine learning and artificial intelligence is the focus of a new University of Hawaiʻi at ...

Artificial Intelligence (AI) and Machine Learning (ML) based weather forecasting can make predicting extreme weather possible, as opposed to ...

Machine learning—a type of artificial intelligence—can help improve model accuracy, increase warning times, and reduce uncertainty. Some machine ...