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Imme Ebert-Uphoff — most-cited papers & profile · Time Series

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Imme Ebert-Uphoff

7 papers · 0 citations

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Most-cited papers

Knowledge-Guided Machine Learning: Illustrating the use of Explainable Boosting Machines to Identify Overshooting Tops in Satellite Imagery
2025
How to use score-based diffusion in earth system science: A satellite nowcasting example
2025
Development and Interpretation of a Neural Network-Based Synthetic Radar Reflectivity Estimator Using GOES-R Satellite Observations
2020
Evaluation, Tuning and Interpretation of Neural Networks for Meteorological Applications
2020
SRViT: Vision Transformers for Estimating Radar Reflectivity from Satellite Observations at Scale
2024

Top co-authors

Kyle A. Hilburn · 2 Kyle Hilburn · 2 Lander Ver Hoef · 2 Charles Anderson · 1 Emily J. King · 1 Jason Stock · 1 Katherine Haynes · 1 Kristina Moen · 1 Nathan Mitchell · 1 Randy J. Chase · 1 Steven D. Miller · 1 Yoonjin Lee · 1

Topics

cs.LG cs.CV Domain — Energy/Weather physics.ao-ph eess.SP