Adam K. Kochanski

18 papers C 2Misc 1Journal 11Unranked 4

Year	Rank	Type	Title / 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	J	`jnl`	Errors in the Estimation of Leaf Area Density From Aerial LiDAR Data: Influence of Statistical Sampling and Heterogeneity. IEEE Trans. Geosci. Remote. Sens. Maryia Halubok, Adam K. Kochanski, Rob Stoll, Brian N. Bailey
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
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