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Jussi Leinonen

Data-driven Surface Solar Irradiance Estimation using Neural Operators at Global Scale

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Nov 13, 2024
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Modulated Adaptive Fourier Neural Operators for Temporal Interpolation of Weather Forecasts

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Oct 24, 2024
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Estimating treatment effects from single-arm trials via latent-variable modeling

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Nov 06, 2023
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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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Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model

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Nov 02, 2022
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Seamless lightning nowcasting with recurrent-convolutional deep learning

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Mar 15, 2022
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Improvements to short-term weather prediction with recurrent-convolutional networks

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Nov 24, 2021
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Spatiotemporal Weather Data Predictions with Shortcut Recurrent-Convolutional Networks: A Solution for the Weather4cast challenge

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Nov 03, 2021
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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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HARK Side of Deep Learning -- From Grad Student Descent to Automated Machine Learning

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Apr 16, 2019
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