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Abstract: Reduced Order Modeling of Multi-Scale Geoscientific Data with Shallow Recurrent Decoder Networks (AGU25)

Reduced Order Modeling of Multi-Scale Geoscientific Data with Shallow Recurrent Decoder Networks

Hiroto Bito1, Marine Denolle1, Yiyu Ni1, Claire Jensen1, Mars Gao2, Jonathan R. Bedford3, Elvira Latypova3 and Nathan Kutz4, (1)University of Washington Seattle Campus, Department of Earth and Space Sciences, Seattle, United States, (2)University of Washington Seattle Campus, Paul G. Allen School of Computer Science & Engineering, Seattle, United States, (3)Ruhr University Bochum, Institute of Geosciences, Bochum, Germany, (4)University of Washington Seattle Campus, Departments of Applied Mathematics and Electrical & Computer Engineering, Seattle, United States
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