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Daniele Nerini

Improving Predictions of Convective Storm Wind Gusts through Statistical Post-Processing of Neural Weather Models

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Mar 31, 2025
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Efficient modeling of sub-kilometer surface wind with Gaussian processes and neural networks

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May 21, 2024
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Latent diffusion models for generative precipitation nowcasting with accurate uncertainty quantification

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Apr 25, 2023
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Physics-constrained deep learning postprocessing of temperature and humidity

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Dec 07, 2022
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Stochastic Super-Resolution for Downscaling Time-Evolving Atmospheric Fields with a Generative Adversarial Network

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May 20, 2020
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