Fusing dynamic physical constraints with PINN-xLSTM to enhance accuracy and physical consistency in runoff prediction under extreme hydrological events

Journal of Hydrology 2026

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Authors: Yafeng Yang, Wenbao Zhang, Fawen Li, Hao Wang, Haoran Zhang

DOI: 10.1016/j.jhydrol.2026.135310

Cited by: 2

References: 31

Fields of Study & Subjects

Hydrology and Watershed Management Studies Hydrological Forecasting Using AI Flood Risk Assessment and Management

References 31