TY - RPRT TI - Probabilistic Diffusion Models Advance Extreme Flood Forecasting AU - Ou, Zhigang [Southern University of Science and Technology (SUSTech), Shenzhen (China); Chinese Academy of Science, Beijing (China)] AU - Nai, Congyi [Chinese Academy of Science, Beijing (China)] AU - Pan, Baoxiang [Chinese Academy of Science, Beijing (China)] (ORCID:0000000234095568) AU - Zheng, Yi [Southern University of Science and Technology (SUSTech), Shenzhen (China)] (ORCID:000000018442182X) AU - Shen, Chaopeng [Pennsylvania State Univ., University Park, PA (United States)] (ORCID:0000000206851901) AU - Jiang, Peishi [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000349684258) AU - Liu, Xingcai [Chinese Academy of Sciences, Beijing (China)] (ORCID:0000000157267353) AU - Tang, Qiuhong [Chinese Academy of Sciences, Beijing (China)] (ORCID:0000000208866699) AU - Li, Wenqing [China Institute of Water Resources and Hydropower Research, Beijing (China)] (ORCID:000000026086958X) AU - Pan, Ming [Univ. of California, San Diego, La Jolla, CA (United States)] (ORCID:0000000333508719) PY - 2025 DO - 10.1029/2025gl115705 UR - https://www.osti.gov/biblio/2575724 ID - 2575724 ER -