Yu, Q., Liu, C., Li, R., Lu, Z., Bai, Y., Li, W., Tian, L., Shi, C., Xu, Y., Cao, B., Zhang, J., & Hu, C. (2025). Research on a hybrid model for flood probability prediction based on time convolutional network and particle swarm optimization algorithm. Scientific Reports, 15(1). https://doi.org/10.1038/s41598-024-80100-2

YU, Qiying, LIU, Chengshuai, LI, Runxi, LU, Zhenlin, BAI, Yungang, LI, Wenzhong, TIAN, Lu, SHI, Chen, XU, Yingying, CAO, Biao, ZHANG, Jianghui and HU, Caihong, 2025. Research on a hybrid model for flood probability prediction based on time convolutional network and particle swarm optimization algorithm. Scientific Reports. 1 December 2025. Vol. 15, no. 1, . DOI 10.1038/s41598-024-80100-2.

Yu, Q., C. Liu, R. Li, Z. Lu, Y. Bai, W. Li, L. Tian, C. Shi, Y. Xu, B. Cao, J. Zhang, and C. Hu. “Research on a Hybrid Model for Flood Probability Prediction Based on Time Convolutional Network and Particle Swarm Optimization Algorithm”. Scientific Reports, vol. 15, no. 1, Dec. 2025, https://doi.org/10.1038/s41598-024-80100-2.

Yu, Qiying/Liu, Chengshuai/Li, Runxi/Lu, Zhenlin/Bai, Yungang/Li, Wenzhong et al.: Research on a hybrid model for flood probability prediction based on time convolutional network and particle swarm optimization algorithm, Scientific Reports 2025,

Yu, Q., Liu, C., Li, R., Lu, Z., Bai, Y., Li, W., Tian, L., Shi, C., Xu, Y., Cao, B., Zhang, J. and Hu, C. (2025), “Research on a hybrid model for flood probability prediction based on time convolutional network and particle swarm optimization algorithm”, Scientific Reports, Vol. 15 No. 1, available at:https://doi.org/10.1038/s41598-024-80100-2.