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List of works by Imme Ebert-Uphoff

A new type of climate network based on probabilistic graphical models: Results of boreal winter versus summer

article

A study of links between the Arctic and the midlatitude jet stream using Granger and Pearl causality

Evaluating lossy data compression on climate simulation data within a large ensemble

article

Identifying Physical Interactions from Climate Data: Challenges and Opportunities

scientific article published on 28 October 2015

Intelligent systems for geosciences

scientific article published on 19 December 2018

NSF AI Institute for Research on Trustworthy AI in Weather, Climate, and Coastal Oceanography (AI2ES)

scientific article published in 2022

Neural network attribution methods for problems in geoscience: A novel synthetic benchmark dataset

scientific article published in 2022

Strengthened Causal Connections Between the MJO and the North Atlantic With Climate Warming

scientific article published on 03 February 2021

Why we need to focus on developing ethical, responsible, and trustworthy artificial intelligence approaches for environmental science

scientific article published in 2022

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