Adam K. Kochanski

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All published works
Action Title Year Authors
+ PDF Chat Generative Algorithms for Fusion of Physics-Based Wildfire Spread Models with Satellite Data for Initializing Wildfire Forecasts 2024 Bryan Shaddy
Deep Ray
Angel Farguell
Valentina Calaza
Jan Mandel
James Haley
Kyle Hilburn
Derek V. Mallia
Adam K. Kochanski
Assad A. Oberai
+ Building a Fuel Moisture Model for the Coupled Fire-Atmosphere Model WRF-SFIRE from Data: From Kalman Filters to Recurrent Neural Networks 2023 J. Mandel
J. Hirschi
Adam K. Kochanski
Angel Farguell
J. Haley
D. V. Mallia
B. Shaddy
A. A. Oberai
K. A. Hilburn
+ Generative Algorithms for Fusion of Physics-Based Wildfire Spread Models with Satellite Data for Initializing Wildfire Forecasts 2023 Bryan Shaddy
Deep Ray
Angel Farguell
Valentina Calaza
Jan Mandel
James Haley
Kyle Hilburn
Derek V. Mallia
Adam K. Kochanski
Assad A. Oberai
+ PDF Chat Climate-Driven Risk of Extreme Wildfire in California 2022 Patrick T. Brown
Holt Hanley
Ankur Mahesh
Colorado Reed
S. J. Strenfel
Steven J. Davis
Adam K. Kochanski
Craig B. Clements
+ Simple finite elements and multigrid for efficient mass-consistent wind downscaling in a coupled fire-atmosphere model 2021 Jan Mandel
Angel Farguell
Adam K. Kochanski
Derek V. Mallia
Kyle Hilburn
+ Data Likelihood of Active Fires Satellite Detection and Applications to Ignition Estimation and Data Assimilation 2018 James Haley
Angel Farguell
Adam K. Kochanski
Sher Schranz
Jan Mandel
+ PDF Chat Experimental Design of a Prescribed Burn Instrumentation 2018 Adam K. Kochanski
A. Fournier
Jan Mandel
+ PDF Chat Assimilation of Fire Perimeters and Satellite Detections by Minimization of the Residual in a Fire Spread Model 2018 Angel Farguell
James Haley
Adam K. Kochanski
Ana Cortés Fité
Jan Mandel
+ PDF Chat Data assimilation of dead fuel moisture observations from remote automated weather stations 2016 Martin Vejmelka
Adam K. Kochanski
Jan Mandel
+ PDF Chat Toward an integrated system for fire, smoke and air quality simulations 2015 Adam K. Kochanski
Mary Ann Jenkins
Kara M. Yedinak
Jan Mandel
Jonathan Beezley
Brian Lamb
+ PDF Chat Data assimilation of satellite fire detection in coupled atmosphere-fire simulation by wrf-sfire 2014 Jan Mandel
Adam K. Kochanski
Martin Vejmelka
Jonathan Beezley
+ PDF Chat Evaluation of WRF-SFIRE performance with field observations from the FireFlux experiment 2013 Adam K. Kochanski
Mary Ann Jenkins
Jan Mandel
Jonathan Beezley
Craig B. Clements
Steven K. Krueger
+ PDF Chat Real time simulation of 2007 Santa Ana fires 2013 Adam K. Kochanski
Mary Ann Jenkins
Jan Mandel
Jonathan Beezley
Steven K. Krueger
+ Evaluation of WRF-SFIRE performance with field observations from the FireFlux experiment 2013 Adam K. Kochanski
Mary Ann Jenkins
Jan Mandel
Jonathan Beezley
Craig B. Clements
Steven K. Krueger
+ Air pollution forecasting by coupled atmosphere-fire model WRF and SFIRE with WRF-Chem 2013 Adam K. Kochanski
Jonathan Beezley
Craig B. Clements
+ Data assimilation of fuel moisture in WRF-SFIRE 2013 Martin Vejmelka
Adam K. Kochanski
Jan Mandel
+ PDF Chat Data management and analysis with WRF and SFIRE 2012 Jonathan Beezley
Mavin Martin
Paul Rosen
Jan Mandel
Adam K. Kochanski
+ PDF Chat Simulation of the 2009 Harmanli Fire (Bulgaria) 2012 G. Jordanov
Jonathan Beezley
Nina Dobrinkova
Adam K. Kochanski
Jan Mandel
Bedƙich Sousedík
+ WRF fire simulation coupled with a fuel moisture model and smoke transport by WRF-Chem 2012 Adam K. Kochanski
Jan Mandel
Minjeong Kim
Jonathan Beezley
+ Assimilation of Perimeter Data and Coupling with Fuel Moisture in a Wildland Fire–Atmosphere DDDAS 2012 Jan Mandel
Jonathan Beezley
Adam K. Kochanski
Volodymyr Y. Kondratenko
Minjeong Kim
+ Ignition from a Fire Perimeter in a WRF Wildland Fire Model 2011 Volodymyr Y. Kondratenko
Jonathan Beezley
Adam K. Kochanski
Jan Mandel
+ PDF Chat Coupled atmosphere-wildland fire modeling with WRF 3.3 and SFIRE 2011 2011 Jan Mandel
Jonathan Beezley
Adam K. Kochanski
+ An overview of the coupled atmosphere-wildland fire model WRF-Fire 2011 Jan Mandel
Jonathan Beezley
Adam K. Kochanski
+ A wildland fire modeling and visualization environment 2011 Jan Mandel
Jonathan Beezley
Adam K. Kochanski
Volodymyr Y. Kondratenko
Lin Zhang
Erik Anderson
Joel Daniels
Claudio Silva
Christopher R. Johnson
+ Coupled Atmosphere-Fire Simulations of Fireflux: Impacts of Model Resolution on Model Performance 2011 Adam K. Kochanski
Steven K. Krueger
Mary Ann Jenkins
Jan Mandel
Jonathan Beezley
+ Ignition from a Fire Perimeter in a WRF Wildland Fire Model 2011 Volodymyr Y. Kondratenko
Jonathan Beezley
Adam K. Kochanski
Jan Mandel
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ PDF Chat Coupled atmosphere-wildland fire modeling with WRF 3.3 and SFIRE 2011 2011 Jan Mandel
Jonathan Beezley
Adam K. Kochanski
16
+ PDF Chat Data assimilation for wildland fires 2009 Jan Mandel
Jonathan Beezley
Janice L. Coen
Minjeong Kim
14
+ PDF Chat Data Assimilation for Wildland Fires: Ensemble Kalman filters in coupled atmosphere-surface models 2007 Jan Mandel
Jonathan Beezley
Janice L. Coen
Minjeong Kim
7
+ Assimilation of Perimeter Data and Coupling with Fuel Moisture in a Wildland Fire–Atmosphere DDDAS 2012 Jan Mandel
Jonathan Beezley
Adam K. Kochanski
Volodymyr Y. Kondratenko
Minjeong Kim
6
+ PDF Chat Simulation of the 2009 Harmanli Fire (Bulgaria) 2012 G. Jordanov
Jonathan Beezley
Nina Dobrinkova
Adam K. Kochanski
Jan Mandel
Bedƙich Sousedík
5
+ PDF Chat FAST FOURIER TRANSFORM ENSEMBLE KALMAN FILTER WITH APPLICATION TO A COUPLED ATMOSPHERE-WILDLAND FIRE MODEL 2010 Jan Mandel
Jonathan Beezley
Volodymyr Y. Kondratenko
5
+ PDF Chat Morphing ensemble Kalman filters 2007 Jonathan Beezley
Jan Mandel
4
+ PDF Chat WRF-Fire Applied in Bulgaria 2011 Nina Dobrinkova
G. Jordanov
Jan Mandel
3
+ PDF Chat Wildland surface fire spread modelling, 1990 - 2007. 1: Physical and quasi-physical models 2009 Andrew Sullivan
3
+ WRF fire simulation coupled with a fuel moisture model and smoke transport by WRF-Chem 2012 Adam K. Kochanski
Jan Mandel
Minjeong Kim
Jonathan Beezley
3
+ PDF Chat Real time simulation of 2007 Santa Ana fires 2013 Adam K. Kochanski
Mary Ann Jenkins
Jan Mandel
Jonathan Beezley
Steven K. Krueger
3
+ PDF Chat A wildland fire model with data assimilation 2008 Jan Mandel
Lynn S. Bennethum
Jonathan Beezley
Janice L. Coen
Craig C. Douglas
Minjeong Kim
Anthony Vodacek
3
+ A wildland fire modeling and visualization environment 2011 Jan Mandel
Jonathan Beezley
Adam K. Kochanski
Volodymyr Y. Kondratenko
Lin Zhang
Erik Anderson
Joel Daniels
Claudio Silva
Christopher R. Johnson
2
+ Modeling wildland fire propagation with level set methods 2009 Vivien Mallet
David E. Keyes
F. E. Fendell
2
+ PDF Chat Toward an integrated system for fire, smoke and air quality simulations 2015 Adam K. Kochanski
Mary Ann Jenkins
Kara M. Yedinak
Jan Mandel
Jonathan Beezley
Brian Lamb
2
+ Computational Science - ICCS 2004 2004 Marian Bubak
G.D. van Albada
P.M.A. Sloot
Jack Dongarra
2
+ Score-Based Generative Modeling through Stochastic Differential Equations 2020 Yang Song
Jascha Sohl‐Dickstein
Diederik P. Kingma
Abhishek Kumar
Stefano Ermon
Ben Poole
1
+ PDF Chat Computational Science – ICCS 2009 : 9th International Conference Baton Rouge, LA, USA, May 25-27, 2009 : proceedings 2009 G.D. Allen
JarosƂaw Nabrzyski
E. Seidel
G.D. van Albada
P.M.A. Sloot
Jack Dongarra
1
+ The efficacy and generalizability of conditional GANs for posterior inference in physics-based inverse problems 2022 Deep Ray
Harisankar Ramaswamy
Dhruv Patel
Assad A. Oberai
1
+ Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code 1979 Michael D. McKay
Richard J. Beckman
W. J. Conover
1
+ Deep Bayesian Inversion 2018 Jonas Adler
Ozan Öktem
1
+ Ignition from a Fire Perimeter in a WRF Wildland Fire Model 2011 Volodymyr Y. Kondratenko
Jonathan Beezley
Adam K. Kochanski
Jan Mandel
1
+ Computational Science – ICCS 2009 2009 Gabrielle Allen
JarosƂaw Nabrzyski
Edward Seidel
G.D. van Albada
Jack Dongarra
P.M.A. Sloot
1
+ Solution of physics-based inverse problems using conditional generative adversarial networks with full gradient penalty 2023 Deep Ray
Javier Murgoitio-Esandi
Agnimitra Dasgupta
Assad A. Oberai
1
+ PDF Chat Generative Algorithms for Fusion of Physics-Based Wildfire Spread Models with Satellite Data for Initializing Wildfire Forecasts 2024 Bryan Shaddy
Deep Ray
Angel Farguell
Valentina Calaza
Jan Mandel
James Haley
Kyle Hilburn
Derek V. Mallia
Adam K. Kochanski
Assad A. Oberai
1
+ PDF Chat Data assimilation of dead fuel moisture observations from remote automated weather stations 2016 Martin Vejmelka
Adam K. Kochanski
Jan Mandel
1
+ Topics in Circular Statistics 2001 S. Rao Jammalamadaka
Ashis SenGupta
1
+ Ignition from a Fire Perimeter in a WRF Wildland Fire Model 2011 Volodymyr Y. Kondratenko
Jonathan Beezley
Adam K. Kochanski
Jan Mandel
1
+ PDF Chat An Analysis of the Total Least Squares Problem 1980 Gene H. Golub
Charles F. Van Loan
1
+ Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates 2001 I. M. Sobol
1
+ PDF Chat Inverse problems: A Bayesian perspective 2010 Andrew M. Stuart
1
+ PDF Chat Multi-level adaptive solutions to boundary-value problems 1977 Achi Brandt
1
+ Coupled Atmosphere-Fire Simulations of Fireflux: Impacts of Model Resolution on Model Performance 2011 Adam K. Kochanski
Steven K. Krueger
Mary Ann Jenkins
Jan Mandel
Jonathan Beezley
1
+ Densely Connected Convolutional Networks 2016 Gao Huang
Zhuang Liu
Laurens van der Maaten
Kilian Q. Weinberger
1
+ A Learned Representation For Artistic Style 2016 Vincent Dumoulin
Jonathon Shlens
Manjunath Kudlur
1
+ PDF Chat Agent-based environment for knowledge integration 2013 Anna Zygmunt
JarosƂaw KoĆșlak
Leszek Siwik
1
+ PDF Chat Evaluation of WRF-SFIRE performance with field observations from the FireFlux experiment 2013 Adam K. Kochanski
Mary Ann Jenkins
Jan Mandel
Jonathan Beezley
Craig B. Clements
Steven K. Krueger
1
+ PDF Chat Assimilation of Fire Perimeters and Satellite Detections by Minimization of the Residual in a Fire Spread Model 2018 Angel Farguell
James Haley
Adam K. Kochanski
Ana Cortés Fité
Jan Mandel
1
+ Data Likelihood of Active Fires Satellite Detection and Applications to Ignition Estimation and Data Assimilation 2018 James Haley
Angel Farguell
Adam K. Kochanski
Sher Schranz
Jan Mandel
1
+ PDF Chat Wavelet ensemble Kalman filters 2011 Jonathan Beezley
Jan Mandel
Loren Cobb
1
+ PDF Chat Wildland surface fire spread modelling, 1990 - 2007. 2: Empirical and quasi-empirical models 2009 Andrew Sullivan
1
+ PDF Chat Real-Time Data Driven Wildland Fire Modeling 2008 Jonathan Beezley
Soham Chakraborty
Janice L. Coen
Craig C. Douglas
Jan Mandel
Anthony Vodacek
Zhen Wang
1