The 68th Conference on Hydraulic Engineering

Presentation information

Oral_Session_Hydrology / Water resources

[S18] Runoff and Flooding

Wed. Dec 13, 2023 9:15 AM - 11:30 AM Room2 (Seminar Room 7AB)

Chair:YUTAKA ICHIKAWA Chair2:MASAFUMI YAMADA(Disaster Prevention Research Institute, kyoto university)

9:45 AM - 10:00 AM

[127] APPLICATION OF LONG SHORT-TERM MEMORY (LSTM) NETWORKS APPROACH FOR RIVER WATER LEVEL FORECASTING USING MULTIPLE RIVER BASINS: A CASE STUDY FOR SRI LANKA

*Diani ABEYRATHNE1, Ryo KANEKO2, Kei YOSHIMURA3 (1. Graduate School of Engineering, The University of Tokyo, 2. Institute of Industrial Science, The University of Tokyo, 3. Institute of Industrial Science, The University of Tokyo)

Keywords:data-driven methods、feature selection、flood forecasting、Long Short-Term Memory (LSTM)

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