Calibration of Channel Manning's Roughness Coefficients Using Population Simplex Evolution, Finite Volume Method, and Their Integration with Convolutional Neural Networks and Transformer. - Shen, Yixin; Wang, Junqi; Zhu, Yulong; Mao, Bing; Shen, Xizhong (Water (20734441), 2026)