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Abstract: Adversarial Robustness and Internal Linearity of LSTM Rainfall–Runoff Models (AGU25)

Adversarial Robustness and Internal Linearity of LSTM Rainfall–Runoff Models

Yang Yang1,2, Joseph Janssen3, Majid Bayati4, Hoshin Gupta5 and Ting Fong May Chui1, (1)The University of Hong Kong, Department of Civil Engineering, Hong Kong SAR, China, (2)University of Massachusetts Boston, School for the Environment, Boston, United States, (3)University of British Columbia, Department of Earth, Ocean and Atmospheric Sciences, Vancouver, BC, Canada, (4)University of British Columbia, Department of Earth, Ocean and Atmospheric Sciences, Vancouver, Canada, (5)Hydrology and Atmospheric Sciences, The University of Arizona, Tucson, United States