Preparing for the Storm with Machine Learning

Volatile weather is an ongoing challenge for utilities, and many are learning that innovative machine learning approaches can be a great fit for improving ...

Machine Learning Could Improve Extreme Weather Warnings - Eos

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

How machine learning will help us prepare for extreme weather events

A model capable of predicting hundreds of meteorological variables over a period of 10 days and with an overall resolution of 0.25°C, in less than a minute.

Why officials should consider machine learning live modeling to ...

There is rarely enough time between storms for officials to run detailed H&H live models to prepare their emergency response teams and residents ...

Physics Meets Machine Learning for Better Cyclone Predictions - Eos

A new hybrid modeling approach combines physics-based and machine learning models to extend—and improve—path and intensity predictions of ...

Enhancing Emergency Detection and Early Warning Response

Enhancing Emergency Detection And Early Warning Response: The Role Of AI And Machine Learning In Severe Weather Preparedness Harnessing Technology to Combat ...

Ning Lin: A hurricane generator for conducting risk analyses

An artificial intelligence system that spawns synthetic storms could help governments, businesses and the public prepare for risks under future climate ...

Artificial Intelligence in Natural Hazard Modeling: Severe Storms ...

GAO found that machine learning, a type of artificial intelligence (AI) that uses algorithms to identify patterns in information, is being ...

Using AI To Prepare for Severe Weather

Recently, new hybrid-based models have been developed that also take into account machine learning and other generative AI tools. These ...

Machine Learning Model Could Help Predict Storms

... weather four to eight days in advance, enabling the public to prepare ... Machine Learning Model Could Help Predict Storms. News. Published ...

A Review of Machine Learning for Convective Weather in

Abstract We present an overview of recent work on using artificial intelligence (AI)/machine learning (ML) techniques for forecasting convective weather and ...

A Machine-Learning Assist to Predicting Hurricane Intensity - NASA

Machine learning, however, is better able to analyze these complex internal dynamics and identify which properties could drive a sudden jump in ...

Predictive Analytics in Disaster Prevention: Machine Learning ...

For instance, convolutional neural networks (CNNs) have been successfully employed in hurricane trajectory prediction, analyzing historical storm data and ...

Using Machine Learning to Predict Weather - Medium

Researchers at the University of California, Irvine, have recently developed a machine learning model called CSU-MLP which uses deep learning ...

Machine Learning Gets the Grid Ready to Weather Storms | GE Digital

Power Outage Prediction · Be Prepared · Transitioning from restoration to preparedness · Deploy Software Developed for Utilities · What Storm Readiness at the edge ...

Using Machine Learning to Create Predictive Models for Storm ...

The research objective of this project is to apply machine learning techniques to create a predictive model where given a particular month and a state, ...

A powerful, new tool in hurricane forecasting

So we're developing a machine learning technique to quality control that data and classify whether it's meteorological or non-meteorological in ...

Leveraging machine learning algorithms for improved disaster ...

Machine learning algorithms have been used in a range of disaster preparation and response projects, including hurricane forecasting, disease outbreak ...

CSU machine learning model helps forecasters improve storm ...

When severe weather is brewing and life-threatening hazards like heavy rain, hail or tornadoes are possible, advance warning and accurate ...

Machine Learning Can Predict the Weather — and Human Health

The AI model GraphCast by Google DeepMind now delivers more accurate hurricane track predictions and ten-day weather forecasts than traditional models based on ...