Jan Mandel

50 papers A 1C 2Misc 7Journal 30Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Generative Algorithms for Wildfire Progression Reconstruction from Multi-Modal Satellite Active Fire Measurements and Terrain Height.
CoRR
Bryan Shaddy, Brianna Binder, Agnimitra Dasgupta, Haitong Qin, James Haley, Angel Farguell, Kyle Hilburn, Derek V. Mallia, Adam K. Kochanski, Jan Mandel, Assad A. Oberai
2025 J jnl
Optimal Planning and Machine Learning for Responsive Tracking and Enhanced Forecasting of Wildfires using a Spacecraft Constellation.
CoRR
Sreeja Roy-Singh, Vinay Ravindra, Richard Levinson, Mahta Moghaddam, Jan Mandel, Adam K. Kochanski, Angel Farguell Caus, Kurtis Nelson, Samira Alkaee Taleghan, Archana Kannan, Amer Melebari
2024 C conf
Distributed Spacecraft with Heuristic Intelligence to Monitor Wildfire Spread for Responsive Control.
IGARSS
Sreeja Nag, Vinay Ravindra, Richard Levinson, Mahta Moghaddam, Kurtis Nelson, Jan Mandel, Adam K. Kochanski, Angel Farguell Caus, Amer Melebari, Archana Kannan, Ryan Ketzner
2023 J jnl
Building a Fuel Moisture Model for the Coupled Fire-Atmosphere Model WRF-SFIRE from Data: From Kalman Filters to Recurrent Neural Networks.
CoRR
Jan Mandel, J. Hirschi, Adam K. Kochanski, Angel Farguell, James Haley, Derek V. Mallia, Bryan Shaddy, Assad A. Oberai, Kyle A. Hilburn
2023 J jnl
Generative Algorithms for Fusion of Physics-Based Wildfire Spread Models with Satellite Data for Initializing Wildfire Forecasts.
CoRR
Bryan Shaddy, Deep Ray, Angel Farguell, Valentina Calaza, Jan Mandel, James Haley, Kyle Hilburn, Derek V. Mallia, Adam K. Kochanski, Assad A. Oberai
2022 — conf
Towards a Dynamic Data Driven Wildfire Digital Twin (WDT): Impacts on Deforestation, Air Quality and Cardiopulmonary Disease.
DDDAS
Milton Halem, Adam K. Kochanski, Jan Mandel, Jennifer Sleeman, Belay Demoz, Adam Bargteil, Shreya Uday Patil, Samit Shivadekar, A. Iorga, John Dorband, James MacKinnon, Sen Chiao, Zhifeng Yang, Yaacov Yesha, John Sorkin, Eugenia Kalnay, S. Safa, C. Da
2021 J jnl
Machine Learning Estimation of Fire Arrival Time from Level-2 Active Fires Satellite Data.
Remote. Sens.
Angel Farguell, Jan Mandel, James Haley, Derek V. Mallia, Adam K. Kochanski, Kyle Hilburn
2021 J jnl
Simple finite elements and multigrid for efficient mass-consistent wind downscaling in a coupled fire-atmosphere model.
CoRR
Jan Mandel, Angel Farguell, Adam K. Kochanski, Derek V. Mallia, Kyle Hilburn
2019 — conf
An Interactive Data-Driven HPC System for Forecasting Weather, Wildland Fire, and Smoke.
UrgentHPC@SC
Jan Mandel, Martin Vejmelka, Adam K. Kochanski, Angel Farguell, James Haley, Derek V. Mallia, Kyle Hilburn
2018 — conf
Assimilation of Fire Perimeters and Satellite Detections by Minimization of the Residual in a Fire Spread Model.
ICCS (2)
Angel Farguell Caus, James Haley, Adam K. Kochanski, Ana Cortés Fité, Jan Mandel
2018 J jnl
Assimilation of fire perimeters and satellite detections by minimization of the residual in a fire spread model.
CoRR
Angel Farguell Caus, James Haley, Adam K. Kochanski, Ana Cortés Fité, Jan Mandel
2018 J jnl
Data Likelihood of Active Fires Satellite Detection and Applications to Ignition Estimation and Data Assimilation.
CoRR
James Haley, Angel Farguell Caus, Adam K. Kochanski, Sher Schranz, Jan Mandel
2015 J jnl
Convergence of the Square Root Ensemble Kalman Filter in the Large Ensemble Limit.
SIAM/ASA J. Uncertain. Quantification
Evan Kwiatkowski, Jan Mandel
2013 J jnl
Adaptive-Multilevel BDDC and its parallel implementation.
Computing
Bedrich Sousedík, Jakub Sístek, Jan Mandel
2012 J jnl
Adaptive BDDC in three dimensions.
Math. Comput. Simul.
Jan Mandel, Bedrich Sousedík, Jakub Sístek
2012 Misc conf
Assimilation of Perimeter Data and Coupling with Fuel Moisture in a Wildland Fire-Atmosphere DDDAS.
ICCS
Jan Mandel, Jonathan D. Beezley, Adam K. Kochanski, Volodymyr Y. Kondratenko, Minjeong Kim
2012 J jnl
Data management and analysis with WRF and SFIRE
CoRR
Jonathan D. Beezley, Mavin Martin, Paul Rosen, Jan Mandel, Adam K. Kochanski
2012 C conf
Data management and analysis with WRF and SFIRE.
IGARSS
Jonathan D. Beezley, Mavin Martin, Paul Rosen, Jan Mandel, Adam K. Kochanski
2011 J jnl
A wildland fire modeling and visualization environment
CoRR
Jan Mandel, Jonathan D. Beezley, Adam K. Kochanski, Volodymyr Y. Kondratenko, Lin Zhang, Erik W. Anderson, Joel Daniels II, Cláudio T. Silva, Christopher R. Johnson
2011 — conf
Simulation of the 2009 Harmanli Fire (Bulgaria).
LSSC
Georgi Jordanov, Jonathan D. Beezley, Nina Dobrinkova, Adam K. Kochanski, Jan Mandel, Bedrich Sousedík
2011 — conf
Wavelet ensemble Kalman filters.
IDAACS (2)
Jonathan D. Beezley, Jan Mandel, Loren Cobb
2010 J jnl
BDDC by a frontal solver and the stress computation in a hip joint replacement.
Math. Comput. Simul.
Jakub Sístek, Jaroslav Novotný, Jan Mandel, Marta Certíková, Pavel Burda
2010 Misc conf
Data driven computing by the morphing fast Fourier transform ensemble Kalman filter in epidemic spread simulations.
ICCS
Jan Mandel, Jonathan D. Beezley, Loren Cobb, Ashok Krishnamurthy
2010 — conf
WRF-Fire Applied in Bulgaria.
NMA
Nina Dobrinkova, Georgi Jordanov, Jan Mandel
2009 — conf
An Ensemble Kalman-Particle Predictor-Corrector Filter for Non-Gaussian Data Assimilation.
ICCS (2)
Jan Mandel, Jonathan D. Beezley
2008 J jnl
A wildland fire model with data assimilation.
Math. Comput. Simul.
Jan Mandel, Lynn S. Bennethum, Jonathan D. Beezley, Janice L. Coen, Craig C. Douglas, Minjeong Kim, Anthony Vodacek
2008 J jnl
Multispace and multilevel BDDC.
Computing
Jan Mandel, Bedrich Sousedík, Clark R. Dohrmann
2008 — conf
Real-Time Data Driven Wildland Fire Modeling.
ICCS (3)
Jonathan D. Beezley, Soham Chakraborty, Janice L. Coen, Craig C. Douglas, Jan Mandel, Anthony Vodacek, Zhen Wang
2008 J jnl
Towards a Real-Time Data Driven Wildland Fire Model
CoRR
Jan Mandel, Jonathan D. Beezley, Soham Chakraborty, Janice L. Coen, Craig C. Douglas, Anthony Vodacek, Zhen Wang
2008 A conf
Towards a real-time data driven wild land fire model.
IPDPS
Jan Mandel, Jonathan D. Beezley, Soham Chakraborty, Janice L. Coen, Craig C. Douglas, Anthony Vodacek, Zhen Wang
2007 Misc conf
A Dynamic Data Driven Wildland Fire Model.
International Conference on Computational Science (1)
Jan Mandel, Jonathan D. Beezley, Lynn S. Bennethum, Soham Chakraborty, Janice L. Coen, Craig C. Douglas, Jay Hatcher, Minjeong Kim, Anthony Vodacek
2007 J jnl
BDDC and FETI-DP under minimalist assumptions.
Computing
Jan Mandel, Bedrich Sousedík
2007 J jnl
Morphing Ensemble Kalman Filters
CoRR
Jonathan D. Beezley, Jan Mandel
2006 Misc conf
DDDAS approaches to wildland fire modeling and contaminant tracking.
WSC
Craig C. Douglas, Robert A. Lodder, Richard E. Ewing, Yalchin Efendiev, Guan Qin, Janice L. Coen, Maurício Vieira Kritz, Jonathan D. Beezley, Jan Mandel, Mohamed Iskandarani, Anthony Vodacek, Gundolf Haase
2006 Misc conf
Demonstrating the Validity of a Wildfire DDDAS.
International Conference on Computational Science (3)
Craig C. Douglas, Jonathan D. Beezley, Janice L. Coen, Deng Li, Wei Li, Alan K. Mandel, Jan Mandel, Guan Qin, Anthony Vodacek
2006 — conf
Dynamic Data-Driven Application Systems for Empty Houses, Contaminat Tracking, and Wildland Fireline Prediction.
Grid-Based Problem Solving Environments
Craig C. Douglas, Divya Bansal, Jonathan D. Beezley, Lynn S. Bennethum, Soham Chakraborty, Janice L. Coen, Yalchin Efendiev, Richard E. Ewing, Jay Hatcher, Mohamed Iskandarani, Christopher R. Johnson, Deng Li, Minjeong Kim, Robert A. Lodder, Jan Mandel, Guan Qin, Anthony Vodacek
2005 Misc conf
Towards a Dynamic Data Driven Application System for Wildfire Simulation.
International Conference on Computational Science (2)
Jan Mandel, Lynn S. Bennethum, Mingshi Chen, Janice L. Coen, Craig C. Douglas, Leopoldo P. Franca, Craig J. Johns, Minjeong Kim, Andrew V. Knyazev, Robert L. Kremens, Vaibhav Kulkarni, Guan Qin, Anthony Vodacek, Jianjia Wu, Wei Zhao, Adam Zornes
2004 Misc conf
A Note on Dynamic Data Driven Wildfire Modeling.
International Conference on Computational Science
Jan Mandel, Mingshi Chen, Leopoldo P. Franca, Craig J. Johns, Anatolii A. Puhalskii, Janice L. Coen, Craig C. Douglas, Robert L. Kremens, Anthony Vodacek, Wei Zhao
2003 J jnl
Convergence of a balancing domain decomposition by constraints and energy minimization.
Numer. Linear Algebra Appl.
Jan Mandel, Clark R. Dohrmann
2001 J jnl
Convergence of algebraic multigrid based on smoothed aggregation.
Numerische Mathematik
Petr Vanek, Marian Brezina, Jan Mandel
2001 J jnl
On the convergence of a dual-primal substructuring method.
Numerische Mathematik
Jan Mandel, Radek Tezaur
1999 J jnl
Energy Optimization of Algebraic Multigrid Bases.
Computing
Jan Mandel, Marian Brezina, Petr Vanek
1999 — conf
Parallel Algebraic Multilevel Solver Based on Smoothed Aggregation Coarsening.
PP
Petr Vanek, Marian Brezina, Jan Mandel
1996 J jnl
Algebraic Multigrid by Smoothed Aggregation for Second and Fourth Order Elliptic Problems.
Computing
Petr Vanek, Jan Mandel, Marian Brezina
1996 J jnl
Balancing domain decomposition for problems with large jumps in coefficients.
Math. Comput.
Jan Mandel, Marian Brezina
1992 J jnl
An abstract theory for the domain reduction method.
Computing
Craig C. Douglas, Jan Mandel
1990 J jnl
Fast Hybrid Solution of Algebraic Systems.
SIAM J. Sci. Comput.
Craig C. Douglas, Jan Mandel, Willard L. Miranker
1990 J jnl
On Multilevel Iterative Methods for Optimization Problems.
Math. Program.
E. Gelman, Jan Mandel
1984 J jnl
Convergence of the cyclical relaxation method for linear inequalities.
Math. Program.
Jan Mandel
1981 J jnl
A Least Exchange Theorem for the Generalized Timetable Problem.
J. Inf. Process. Cybern.
Jan Mandel