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02/17/2023
Algorithmic Hallucinations of Near-Surface Winds: Statistical Downscaling with Generative Adversarial Networks to Convection-Permitting Scales
Providing small-scale information about weather and climate is challengi...
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08/25/2022
Teleconnected warm and cold extremes of North American wintertime temperatures
Current models for spatial extremes are concerned with the joint upper (...
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10/19/2021
Nonstationary seasonal model for daily mean temperature distribution bridging bulk and tails
In traditional extreme value analysis, the bulk of the data is ignored, ...
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06/15/2020
Estimating Concurrent Climate Extremes: A Conditional Approach
Simultaneous concurrence of extreme values across multiple climate varia...
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09/10/2019
Machine Learning for Stochastic Parameterization: Generative Adversarial Networks in the Lorenz '96 Model
Stochastic parameterizations account for uncertainty in the representati...
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04/10/2019