Time series prediction model based on transformer and LSTM for predicting the occurrence rate of mountain torrents. - Hongtao Zhang; Peng Zhi; Longhao Jiang; Yan Li 126; Rui Zhou 005; Qingguo Zhou; Zhaxi Lengben (Complex Intell. Syst., 2026)