Ruiyuan Gao, Ang Wang, Hailiang Liu, Xiaoyang Liu. "Combined application of numerical simulation and machine learning in debris flow hazard mapping." Scientific Reports (2025). https://doi.org/10.1038/s41598-025-15744-9