Search Results for author: Luke Barrington

Found 2 papers, 1 papers with code

WeatherBench 2: A benchmark for the next generation of data-driven global weather models

1 code implementation29 Aug 2023 Stephan Rasp, Stephan Hoyer, Alexander Merose, Ian Langmore, Peter Battaglia, Tyler Russel, Alvaro Sanchez-Gonzalez, Vivian Yang, Rob Carver, Shreya Agrawal, Matthew Chantry, Zied Ben Bouallegue, Peter Dueben, Carla Bromberg, Jared Sisk, Luke Barrington, Aaron Bell, Fei Sha

WeatherBench 2 is an update to the global, medium-range (1-14 day) weather forecasting benchmark proposed by Rasp et al. (2020), designed with the aim to accelerate progress in data-driven weather modeling.

Weather Forecasting

Machine Learning for Precipitation Nowcasting from Radar Images

no code implementations11 Dec 2019 Shreya Agrawal, Luke Barrington, Carla Bromberg, John Burge, Cenk Gazen, Jason Hickey

High-resolution nowcasting is an essential tool needed for effective adaptation to climate change, particularly for extreme weather.

BIG-bench Machine Learning Image-to-Image Translation +2

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