Furkan Özkan

Streamflow forecasting using a hybrid LSTM-PSO approach: the case of Seyhan Basin

Bülent Haznedar, Hüseyin Çağan Kılınç, Furkan Özkan et al. · Natural Hazards · 2023 · 37 citations · Full text

Meteorology, Forecasting Methodology, Numerical Weather Prediction +13

Multimodal Fusion of Optimized GRU–LSTM with Self-Attention Layer for Hydrological Time Series Forecasting

Hüseyin Çağan Kılınç, Sina Apak, Furkan Özkan et al. · Water Resources Management · 2024 · 35 citations

Forecasting Methodology, Engineering, Machine Learning +9

An evolutionary hybrid method based on particle swarm optimization algorithm and extreme gradient boosting for short-term streamflow forecasting

Hüseyin Çağan Kılınç, Bülent Haznedar, Furkan Özkan et al. · Acta Geophysica · 2024 · 18 citations

Evolutionary Hybrid Method, Hybrid Algorithm, Extreme Gradient +6