Applications · Statistics
Wildfire Prediction to Inform Fire Management: Statistical Science Challenges
S. W. Taylor, Douglas G. Woolford, C. B. Dean, David L. Martell
2013-12-24
Physics and Society · Physics
An interpretable wildfire spreading model for real-time predictions
Konstantinos Vogiatzoglou, Costas Papadimitriou, Konstantinos Ampountolas, Michail Chatzimanolakis +2
2024-10-03
Machine Learning · Computer Science
An Emulation Framework for Fire Front Spread
Andrew Bolt, Joel Janek Dabrowski, Carolyn Huston, Petra Kuhnert
2022-03-24
Numerical Analysis · Mathematics
Parameter Estimation of Fire Propagation Models Using Level Set Methods
Angelo Alessandri, Patrizia Bagnerini, Mauro Gaggero, Luca Mantelli
2020-12-21
Machine Learning · Computer Science
A Probabilistic Approach to Wildfire Spread Prediction Using a Denoising Diffusion Surrogate Model
Wenbo Yu, Anirbit Ghosh, Tobias Sebastian Finn, Rossella Arcucci +2
2026-03-24
Numerical Analysis · Mathematics
A wildland fire model with data assimilation
Jan Mandel, Lynn S. Bennethum, Jonathan D. Beezley, Janice L. Coen +3
2008-09-04
Populations and Evolution · Quantitative Biology
Stochastic diffusion using mean-field limits to approximate master equations
Laurent Hébert-Dufresne, Matthew M. Kling, Samuel F. Rosenblatt, Stephanie N. Miller +4
2024-08-16
Atmospheric and Oceanic Physics · Physics
Stochastic Climate Theory and Modelling
Christian L. E. Franzke, Terence J. O'Kane, Judith Berner, Paul D. Williams +1
2020-11-16
Machine Learning · Computer Science
Probabilistic Forecasting of Localized Wildfire Spread Based on Conditional Flow Matching
Bryan Shaddy, Haitong Qin, Brianna Binder, James Haley +3
2026-03-31
Analysis of PDEs · Mathematics
Recent Analytical and Computational Developments on the Advection-Diffusion-Reaction Wildfire Model
Luca Nieding, A. George Morgan, Adrian Navas, DonatoPera +5
2026-03-03
Atmospheric and Oceanic Physics · Physics
Computational modeling of extreme wildland fire events: a synthesis of scientific understanding with applications to forecasting, land management, and firefighter safety
J. L. Coen, W. Schroeder, S. Conway, L. Tarnay
2020-07-06