JpGU-AGU Joint Meeting 2026

Presentation information

[E] Poster

A (Atmospheric and Hydrospheric Sciences ) » A-HW Hydrology & Water Environment

[A-HW38] Global Flooding in a Changing World: Trends, Drivers, and Major Open Questions

Wed. May 27, 2026 5:15 PM - 7:00 PM Poster Hall (Exhibition Hall 7&8, Makuhari Messe)

5:15 PM - 7:00 PM

[AHW38-P02] A Unified AI Framework for Robust Multi-Task Water-Level Forecasting: Integrated Feature Engineering, Model Design, and Optimization

*Jongho KIM1, Trung Duc Tran1, Dat Tan Le1 (1. University of Ulsan)

Keywords:Water-level forecasting, Flood early-warning system, Multi-task learning, Feature engineering, Encoder-decoder LSTM, Dual-loop optimization