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05/23/2023
Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling
Climate simulations are essential in guiding our understanding of climat...
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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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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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02/05/2021
A modular framework for extreme weather generation
Extreme weather events have an enormous impact on society and are expect...
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05/10/2019
Semantic Segmentation of Seismic Images
Almost all work to understand Earth's subsurface on a large scale relies...
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03/26/2019
Netherlands Dataset: A New Public Dataset for Machine Learning in Seismic Interpretation
Machine learning and, more specifically, deep learning algorithms have s...
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03/21/2019