Atmospheric and Oceanic Physics · Physics
Towards a Real-Time Data Driven Wildland Fire Model
Jan Mandel, Jonathan D. Beezley, Soham Chakraborty, Janice L. Coen +3
2015-08-03
Atmospheric and Oceanic Physics · Physics
A wildland fire modeling and visualization environment
Jan Mandel, Jonathan D. Beezley, Adam K. Kochanski, Volodymyr Y. Kondratenko +5
2011-11-22
Atmospheric and Oceanic Physics · Physics
Real-Time Data Driven Wildland Fire Modeling
Jonathan D. Beezley, Soham Chakraborty, Janice L. Coen, Craig C. Douglas +3
2009-01-09
Atmospheric and Oceanic Physics · Physics
Assimilation of Perimeter Data and Coupling with Fuel Moisture in a Wildland Fire - Atmosphere DDDAS
Jan Mandel, Jonathan D. Beezley, Adam K. Kochanski, Volodymyr Y. Kondratenko +1
2012-08-07
Atmospheric and Oceanic Physics · Physics
Air pollution forecasting by coupled atmosphere-fire model WRF and SFIRE with WRF-Chem
Adam K. Kochanski, Jonathan D. Beezley, Jan Mandel, Craig B. Clements
2014-11-05
Atmospheric and Oceanic Physics · Physics
WRF fire simulation coupled with a fuel moisture model and smoke transport by WRF-Chem
Adam K. Kochanski, Jonathan D. Beezley, Jan Mandel, Minjeong Kim
2012-08-28
Atmospheric and Oceanic Physics · Physics
Ignition from a Fire Perimeter in a WRF Wildland Fire Model
Volodymyr Y. Kondratenko, Jonathan D. Beezley, Adam K. Kochanski, Jan Mandel
2011-07-20
Atmospheric and Oceanic Physics · Physics
Data Assimilation for Wildland Fires: Ensemble Kalman filters in coupled atmosphere-surface models
Jan Mandel, Jonathan D. Beezley, Janice L. Coen, Minjeong Kim
2010-03-01
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
Atmospheric and Oceanic Physics · Physics
Real time simulation of 2007 Santa Ana fires
Adam K. Kochanski, Mary Ann Jenkins, Steven K. Krueger, Jan Mandel +1
2013-03-26
Atmospheric and Oceanic Physics · Physics
Evaluation of WRF-Sfire Performance with Field Observations from the FireFlux experiment
Adam K. Kochanski, Mary Ann Jenkins, Jan Mandel, Jonathan D. Beezley +2
2013-02-08
Machine Learning · Computer Science
Generative Algorithms for Wildfire Progression Reconstruction from Multi-Modal Satellite Active Fire Measurements and Terrain Height
Bryan Shaddy, Brianna Binder, Agnimitra Dasgupta, Haitong Qin +7
2025-06-13
Atmospheric and Oceanic Physics · Physics
Continuous Forest Fire Propagation in a Local Small World Network Model
F. Aguayo, A. Fuentes, J. -P. Clerc, B. Porterie
2013-07-02
Atmospheric and Oceanic Physics · Physics
Upper Atmosphere Smoke Injection from Large Areal Fires
Stephanie Redfern, Julie K. Lundquist, Owen B. Toon, Domingo Muñoz-Esparza +2
2022-02-09
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
Atmospheric and Oceanic Physics · Physics
Toward an integrated system for fire, smoke, and air quality simulations
Adam K. Kochanski, Mary Ann Jenkins, Kara Yedinak, Jan Mandel +2
2016-05-05
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
Building a Fuel Moisture Model for the Coupled Fire-Atmosphere Model WRF-SFIRE from Data: From Kalman Filters to Recurrent Neural Networks
J. Mandel, J. Hirschi, A. K. Kochanski, A. Farguell +5
2023-03-07
Applications · Statistics
Towards Data Assimilation in Level-Set Wildfire Models Using Bayesian Filtering
Joel Janek Dabrowski, Carolyn Huston, James Hilton, Stephane Mangeon +1
2022-06-20
Atmospheric and Oceanic Physics · Physics
Coupled Atmosphere-Fire Simulations of Fireflux: Impacts of Model Resolution on Model Performance
Adam K. Kochanski, S. K. Krueger, M. A. Jenkins, J. Mandel +1
2011-12-23