Exploring Interpretability and Performance of an Attention-based Long Short-Term Memory (LSTM) Network for Rainfall-runoff Modeling

Soumendra Nath Bhanja1, Dan Lu2, Ethan Coon3 and Scott L Painter3, (1)Oak Ridge National Laboratory, Watershed Systems Modeling Group, Environmental Sciences Division, Oak Ridge, TN, United States, (2)Oak Ridge National Laboratory, Oak Ridge, TN, United States, (3)Oak Ridge National Laboratory, Watershed Systems Modeling Group, Environmental Sciences Division, Oak Ridge, United States
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