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09/19/2023
AI Foundation Models for Weather and Climate: Applications, Design, and Implementation
Machine learning and deep learning methods have been widely explored in ...
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08/08/2022
Generating physically-consistent high-resolution climate data with hard-constrained neural networks
The availability of reliable, high-resolution climate and weather data i...
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03/28/2022
Wildfire risk forecast: An optimizable fire danger index
Wildfire events have caused severe losses in many places around the worl...
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07/30/2021
Controlling Weather Field Synthesis Using Variational Autoencoders
One of the consequences of climate change is anobserved increase in the ...
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07/16/2021
A comparative study of stochastic and deep generative models for multisite precipitation synthesis
Future climate change scenarios are usually hypothesized using simulatio...
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07/14/2021
Extreme Precipitation Seasonal Forecast Using a Transformer Neural Network
An impact of climate change is the increase in frequency and intensity o...
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06/21/2021