Neural network attribution methods for problems in geoscience: A novel synthetic benchmark dataset by Antonios Mamalakis, Imme Ebert-Uphoff, Elizabeth A. Barnes

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Leveraging spatiotemporal information in meteorological image sequences: From feature engineering to neural networks by Akansha S. Bansal, Yoonjin Lee, Kyle Hilburn, Imme Ebert-Uphoff

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Physically Interpretable Neural Networks for the Geosciences: Applications to Earth System Variability by Benjamin A. Toms, Elizabeth A. Barnes, Imme Ebert‐Uphoff

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Why we need to focus on developing ethical, responsible, and trustworthy artificial intelligence approaches for environmental science by Amy McGovern, Imme Ebert-Uphoff, David John Gagne, Ann Bostrom

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Detection of Forced Change Within Combined Climate Fields Using Explainable Neural Networks by Jamin K. Rader, Elizabeth A. Barnes, Imme Ebert‐Uphoff, Chuck Anderson

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Indicator Patterns of Forced Change Learned by an Artificial Neural Network by Elizabeth A. Barnes, Benjamin Toms, James W. Hurrell, Imme Ebert‐Uphoff, Chuck Anderson, David Anderson

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