53 citations · 63 across the 6 of their papers we have counts for
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cs.LG2024
Towards Generalized Hydrological Forecasting using Transformer Models for 120-Hour Streamflow Prediction
Bekir Z. Demiray, Ibrahim Demir
This study explores the efficacy of a Transformer model for 120-hour streamflow prediction across 125 diverse locations in Iowa, US. Utilizing data from the preceding 72 hours, inc…
cs.LG2021★ 53 cited
Short-term Hourly Streamflow Prediction with Graph Convolutional GRU Networks
Muhammed Sit, Bekir Demiray, Ibrahim Demir
The frequency and impact of floods are expected to increase due to climate change. It is crucial to predict streamflow, consequently flooding, in order to prepare and mitigate its…