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Global Extreme Heat Forecasting Using Neural Weather Models


May 23, 2022
Ignacio Lopez-Gomez, Amy McGovern, Shreya Agrawal, Jason Hickey


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Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks


Nov 14, 2021
Lasse Espeholt, Shreya Agrawal, Casper Sønderby, Manoj Kumar, Jonathan Heek, Carla Bromberg, Cenk Gazen, Jason Hickey, Aaron Bell, Nal Kalchbrenner

* 34 pages 

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Deep Learning Models for Predicting Wildfires from Historical Remote-Sensing Data


Oct 15, 2020
Fantine Huot, R. Lily Hu, Matthias Ihme, Qing Wang, John Burge, Tianjian Lu, Jason Hickey, Yi-Fan Chen, John Anderson


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MetNet: A Neural Weather Model for Precipitation Forecasting


Mar 30, 2020
Casper Kaae Sønderby, Lasse Espeholt, Jonathan Heek, Mostafa Dehghani, Avital Oliver, Tim Salimans, Shreya Agrawal, Jason Hickey, Nal Kalchbrenner


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Machine Learning for Precipitation Nowcasting from Radar Images


Dec 11, 2019
Shreya Agrawal, Luke Barrington, Carla Bromberg, John Burge, Cenk Gazen, Jason Hickey


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Data-driven metasurface discovery


Nov 29, 2018
Jiaqi Jiang, David Sell, Stephan Hoyer, Jason Hickey, Jianji Yang, Jonathan A. Fan

* 14 pages, 5 figures 

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