Browsing OU - Dissertations by Author "Lagerquist, Ryan"
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Using Deep Learning to Improve Prediction and Understanding of High-impact Weather
Lagerquist, Ryan (2020-05)This dissertation describes the application of convolutional neural networks (CNN), a type of deep-learning method, to high-impact weather. CNNs are specially designed to learn directly from spatial grids, which improves ...