Author

S. Farzin

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Open access Sep 2026

TCN-CMA-ES; a novel flood routing approach integrating temporal convolutional networks (TCNs) with covariance matrix adaptation evolution strategy (CMA-ES)

Compared with standalone TCN and conventional benchmark models, the hybrid TCN–CMA-ES approach improved both discharge and gage-height routing accuracy, particularly at intermediate and extended lead times.

S. Farzin, Mahdi Valikhan Anaraki, Zahra Khoramipoor · Scientific Reports · 0 citations