Jan Mandel

According to our database, Jan Mandel authored at least 45 papers between 1981 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Generative Algorithms for Fusion of Physics-Based Wildfire Spread Models with Satellite Data for Initializing Wildfire Forecasts.

Bryan Shaddy, Deep Ray, Angel Farguell, Valentina Calaza, Jan Mandel, James Haley, Kyle Hilburn, Derek V. Mallia, Adam K. Kochanski, Assad A. Oberai

CoRR, 2023

Building a Fuel Moisture Model for the Coupled Fire-Atmosphere Model WRF-SFIRE from Data: From Kalman Filters to Recurrent Neural Networks.

Jan Mandel, J. Hirschi, Adam K. Kochanski, Angel Farguell, J. Haley, Derek V. Mallia, Bryan Shaddy, Assad A. Oberai, Kyle A. Hilburn

CoRR, 2023

2022

Towards a Dynamic Data Driven Wildfire Digital Twin (WDT): Impacts on Deforestation, Air Quality and Cardiopulmonary Disease.

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, E. Kalnay, S. Safa, C. Da

Proceedings of the Dynamic Data Driven Applications Systems - 4th International Conference, 2022

2021

Machine Learning Estimation of Fire Arrival Time from Level-2 Active Fires Satellite Data.

Angel Farguell, Jan Mandel, James Haley, Derek V. Mallia, Adam K. Kochanski, Kyle Hilburn

Remote. Sens., 2021

Simple finite elements and multigrid for efficient mass-consistent wind downscaling in a coupled fire-atmosphere model.

Jan Mandel, Angel Farguell, Adam K. Kochanski, Derek V. Mallia, Kyle Hilburn

CoRR, 2021

2019

An Interactive Data-Driven HPC System for Forecasting Weather, Wildland Fire, and Smoke.

Jan Mandel, Martin Vejmelka, Adam K. Kochanski, Angel Farguell, James Haley, Derek V. Mallia, Kyle Hilburn

Proceedings of the 2019 IEEE/ACM HPC for Urgent Decision Making, 2019

2018

Data Likelihood of Active Fires Satellite Detection and Applications to Ignition Estimation and Data Assimilation.

James Haley, Angel Farguell Caus, Adam K. Kochanski, Sher Schranz, Jan Mandel

CoRR, 2018

Assimilation of Fire Perimeters and Satellite Detections by Minimization of the Residual in a Fire Spread Model.

Angel Farguell Caus, James Haley, Adam K. Kochanski, Ana Cortés Fité, Jan Mandel

Proceedings of the Computational Science - ICCS 2018, 2018

2015

Convergence of the Square Root Ensemble Kalman Filter in the Large Ensemble Limit.

Evan Kwiatkowski, Jan Mandel

SIAM/ASA J. Uncertain. Quantification, 2015

2013

Adaptive-Multilevel BDDC and its parallel implementation.

Bedrich Sousedík, Jakub Sístek, Jan Mandel

Computing, 2013

2012

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, Minjeong Kim

Proceedings of the International Conference on Computational Science, 2012

Adaptive BDDC in three dimensions.

Jan Mandel, Bedrich Sousedík, Jakub Sístek

Math. Comput. Simul., 2012

Data management and analysis with WRF and SFIRE.

Jonathan D. Beezley, Mavin Martin, Paul Rosen, Jan Mandel, Adam K. Kochanski

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

A wildland fire modeling and visualization environment

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

CoRR, 2011

Simulation of the 2009 Harmanli Fire (Bulgaria).

Georgi Jordanov, Jonathan D. Beezley, Nina Dobrinkova, Adam K. Kochanski, Jan Mandel, Bedrich Sousedík

Proceedings of the Large-Scale Scientific Computing - 8th International Conference, 2011

Wavelet ensemble Kalman filters.

Jonathan D. Beezley, Jan Mandel, Loren Cobb

Proceedings of the IEEE 6th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2011

2010

Data driven computing by the morphing fast Fourier transform ensemble Kalman filter in epidemic spread simulations.

Jan Mandel, Jonathan D. Beezley, Loren Cobb, Ashok Krishnamurthy

Proceedings of the International Conference on Computational Science, 2010

BDDC by a frontal solver and the stress computation in a hip joint replacement.

Jakub Sístek, Jaroslav Novotný, Jan Mandel, Marta Certíková, Pavel Burda

Math. Comput. Simul., 2010

WRF-Fire Applied in Bulgaria.

Nina Dobrinkova, Georgi Jordanov, Jan Mandel

Proceedings of the Numerical Methods and Applications - 7th International Conference, 2010

2009

An Ensemble Kalman-Particle Predictor-Corrector Filter for Non-Gaussian Data Assimilation.

Jan Mandel, Jonathan D. Beezley

Proceedings of the Computational Science, 2009

2008

A wildland fire model with data assimilation.

Jan Mandel, Lynn S. Bennethum, Jonathan D. Beezley, Janice L. Coen, Craig C. Douglas, Minjeong Kim, Anthony Vodacek

Math. Comput. Simul., 2008

Towards a Real-Time Data Driven Wildland Fire Model

Jan Mandel, Jonathan D. Beezley, Soham Chakraborty, Janice L. Coen, Craig C. Douglas, Anthony Vodacek, Zhen Wang

CoRR, 2008

Multispace and multilevel BDDC.

Jan Mandel, Bedrich Sousedík, Clark R. Dohrmann

Computing, 2008

Towards a real-time data driven wild land fire model.

Jan Mandel, Jonathan D. Beezley, Soham Chakraborty, Janice L. Coen, Craig C. Douglas, Anthony Vodacek, Zhen Wang

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Real-Time Data Driven Wildland Fire Modeling.

Jonathan D. Beezley, Soham Chakraborty, Janice L. Coen, Craig C. Douglas, Jan Mandel, Anthony Vodacek, Zhen Wang

Proceedings of the Computational Science, 2008

2007

Morphing Ensemble Kalman Filters

Jonathan D. Beezley, Jan Mandel

CoRR, 2007

BDDC and FETI-DP under minimalist assumptions.

Jan Mandel, Bedrich Sousedík

Computing, 2007

A Dynamic Data Driven Wildland Fire Model.

Jan Mandel, Jonathan D. Beezley, Lynn S. Bennethum, Soham Chakraborty, Janice L. Coen, Craig C. Douglas, Jay Hatcher, Minjeong Kim, Anthony Vodacek

Proceedings of the Computational Science, 2007

2006

DDDAS approaches to wildland fire modeling and contaminant tracking.

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

Proceedings of the Winter Simulation Conference WSC 2006, 2006

Dynamic Data-Driven Application Systems for Empty Houses, Contaminat Tracking, and Wildland Fireline Prediction.

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

Proceedings of the Grid-Based Problem Solving Environments, 2006

Demonstrating the Validity of a Wildfire DDDAS.

Craig C. Douglas, Jonathan D. Beezley, Janice L. Coen, Deng Li, Wei Li, Alan K. Mandel, Jan Mandel, Guan Qin, Anthony Vodacek

Proceedings of the Computational Science, 2006

2005

Towards a Dynamic Data Driven Application System for Wildfire Simulation.

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

Proceedings of the Computational Science, 2005

2004

A Note on Dynamic Data Driven Wildfire Modeling.

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

Proceedings of the Computational Science, 2004

2003

Convergence of a balancing domain decomposition by constraints and energy minimization.

Jan Mandel, Clark R. Dohrmann

Numer. Linear Algebra Appl., 2003

2001

Convergence of algebraic multigrid based on smoothed aggregation.

Petr Vanek, Marian Brezina, Jan Mandel

Numerische Mathematik, 2001

On the convergence of a dual-primal substructuring method.

Jan Mandel, Radek Tezaur

Numerische Mathematik, 2001

1999

Energy Optimization of Algebraic Multigrid Bases.

Jan Mandel, Marian Brezina, Petr Vanek

Computing, 1999

Parallel Algebraic Multilevel Solver Based on Smoothed Aggregation Coarsening.

Petr Vanek, Marian Brezina, Jan Mandel

Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

1996

Balancing domain decomposition for problems with large jumps in coefficients.

Jan Mandel, Marian Brezina

Math. Comput., 1996

Algebraic Multigrid by Smoothed Aggregation for Second and Fourth Order Elliptic Problems.

Petr Vanek, Jan Mandel, Marian Brezina

Computing, 1996

1992

An abstract theory for the domain reduction method.

Craig C. Douglas, Jan Mandel

Computing, 1992

1990

Fast Hybrid Solution of Algebraic Systems.

Craig C. Douglas, Jan Mandel, Willard L. Miranker

SIAM J. Sci. Comput., 1990

On Multilevel Iterative Methods for Optimization Problems.

E. Gelman, Jan Mandel

Math. Program., 1990

1984

Convergence of the cyclical relaxation method for linear inequalities.

Jan Mandel

Math. Program., 1984

1981

A Least Exchange Theorem for the Generalized Timetable Problem.

Jan Mandel

J. Inf. Process. Cybern., 1981