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Abstract: Conditional Score-Based Diffusion Models for Probabilistic Prediction of Wildfire Spread in Sub-Wildfire-Scale Regions (AGU25)

Conditional Score-Based Diffusion Models for Probabilistic Prediction of Wildfire Spread in Sub-Wildfire-Scale Regions

Bryan Shaddy1, Haitong Qin2, Brianna Binder1, Agnimitra Dasgupta1, James Haley, PhD3, Angel Farguell4, Kyle Hilburn3, Derek V. Mallia5, Adam Kochanski4, Jan Mandel6 and Assad Oberai1, (1)University of Southern California, Department of Aerospace and Mechanical Engineering, Los Angeles, United States, (2)University of Southern California, Department of Mathematics, Los Angeles, United States, (3)Colorado State University, Cooperative Institute for Research in the Atmosphere, Fort Collins, United States, (4)San Jose State University, Wildfire Interdisciplinary Research Center, San Jose, United States, (5)University of Utah, Atmospheric Sciences, Salt Lake City, United States, (6)University of Colorado Denver, Mathematical and Statistical Sciences, Denver, CO, United States
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