Imme Ebert-Uphoff

Identifiers

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Papers (5)

1. Using machine learning to downscale coarse-resolution environmental variables for understanding the spatial frequency of convective storms physics.ao-ph · 2025 · author #4
2. New Exploratory Tools for Extremal Dependence: Chi Networks and Annual Extremal Networks stat.ME · 2019 · author #3
3. Machine Learning for the Geosciences: Challenges and Opportunities cs.LG · 2017 · author #2
4. High-Dimensional Dependency Structure Learning for Physical Processes cs.LG · 2017 · author #2
5. Using Causal Discovery to Track Information Flow in Spatio-Temporal Data - A Testbed and Experimental Results Using Advection-Diffusion Simulations cs.LG · 2015 · author #1

Mentions

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Frequent Coauthors

• Yi Deng 2 shared papers
• Anuj Karpatne 1 shared papers
• Arindam Banerjee 1 shared papers
• Chen Chen 1 shared papers
• Daniel S. Cooley 1 shared papers
• Hassan Ali Babaie 1 shared papers
• Hungjui Yu 1 shared papers
• Jamal Golmohammadi 1 shared papers
• Kristen L. Rasmussen 1 shared papers
• Lander Ver Hoef 1 shared papers
• Sai Ravela 1 shared papers
• Sijie He 1 shared papers
• Snigdhansu Chatterjee 1 shared papers
• Vipin Kumar 1 shared papers
• Whitney K. Huang 1 shared papers