Author

Dong Sop Rhee

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Open access Sep 2026

River water temperature prediction using REMD, RLMD, and SVMD coupled with deep learning models

River water temperature (T w ) is a critical parameter for the freshwater ecosystems and the aquatic life. Daily water temperature time series can be used for many applications and included as input variable for various modelling tools. In this study, four deep learning (DL) models (i.e., LSTM, BiLSTM, GRU, and B...

N. Daif, Dong Sop Rhee, O. Kisi et al. · Scientific Reports · 0 citations

Open access Sep 2026

Impact of Flood Progression on Evacuation Efficiency in Underground Metro Stations: A Proposed Macro-Level Analysis Using a Node-and-Link Simulation Approach

Underground subway stations are highly vulnerable to flooding due to their below-grade configuration, multiple interconnected levels, and reliance on a limited number of vertical access points, yet the extent to which flood progression affects evacuation performance remains insufficiently quantified. This study evaluat...

Dong-Wong Park, Inhwan Park, Mintaek Yoo et al. · Applied Sciences · 0 citations