Search Results for author: Randy J. Chase

Found 3 papers, 3 papers with code

Machine Learning Estimation of Maximum Vertical Velocity from Radar

1 code implementation13 Oct 2023 Randy J. Chase, Amy McGovern, Cameron Homeyer, Peter Marinescu, Corey Potvin

Updraft proxies, like overshooting top area from satellite images, have been linked to severe weather hazards but only relate to a limited portion of the total storm updraft.

A Machine Learning Tutorial for Operational Meteorology, Part II: Neural Networks and Deep Learning

2 code implementations31 Oct 2022 Randy J. Chase, David R. Harrison, Gary Lackmann, Amy McGovern

In order to fill the dearth of resources covering neural networks with a meteorological lens, this paper discusses machine learning methods in a plain language format that is targeted for the operational meteorological community.

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