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ORCIDAdam K. Kochanski
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2020 – today
- 2024
[c7]Sreeja Nag, Vinay Ravindra, Richard Levinson, Mahta Moghaddam, Kurtis Nelson, Jan Mandel, Adam K. Kochanski, Angel Farguell Caus, Amer Melebari, Archana Kannan, Ryan Ketzner:
Distributed Spacecraft with Heuristic Intelligence to Monitor Wildfire Spread for Responsive Control. IGARSS 2024: 699-703- 2023
- [i7]Jan Mandel, J. Hirschi, Adam K. Kochanski, Angel Farguell, J. Haley, Derek V. Mallia, Bryan Shaddy, Assad A. Oberai, Kyle A. Hilburn
:
Building a Fuel Moisture Model for the Coupled Fire-Atmosphere Model WRF-SFIRE from Data: From Kalman Filters to Recurrent Neural Networks. CoRR abs/2301.05427 (2023) - [i6]Bryan Shaddy, Deep Ray, Angel Farguell, Valentina Calaza, Jan Mandel, James Haley, Kyle Hilburn, Derek V. Mallia, Adam K. Kochanski, Assad A. Oberai:
Generative Algorithms for Fusion of Physics-Based Wildfire Spread Models with Satellite Data for Initializing Wildfire Forecasts. CoRR abs/2309.02615 (2023) - 2022
- [j2]Maryia Halubok, Adam K. Kochanski, Rob Stoll, Brian N. Bailey:
Errors in the Estimation of Leaf Area Density From Aerial LiDAR Data: Influence of Statistical Sampling and Heterogeneity. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [c6]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:
Towards a Dynamic Data Driven Wildfire Digital Twin (WDT): Impacts on Deforestation, Air Quality and Cardiopulmonary Disease. DDDAS 2022: 403-410 - 2021
- [j1]Angel Farguell, Jan Mandel, James Haley, Derek V. Mallia, Adam K. Kochanski, Kyle Hilburn:
Machine Learning Estimation of Fire Arrival Time from Level-2 Active Fires Satellite Data. Remote. Sens. 13(11): 2203 (2021) - [i5]Jan Mandel, Angel Farguell, Adam K. Kochanski, Derek V. Mallia, Kyle Hilburn:
Simple finite elements and multigrid for efficient mass-consistent wind downscaling in a coupled fire-atmosphere model. CoRR abs/2101.08453 (2021)
2010 – 2019
- 2019
- [c5]Jan Mandel, Martin Vejmelka, Adam K. Kochanski, Angel Farguell, James Haley, Derek V. Mallia, Kyle Hilburn:
An Interactive Data-Driven HPC System for Forecasting Weather, Wildland Fire, and Smoke. UrgentHPC@SC 2019: 35-44 - 2018
- [c4]Angel Farguell Caus, James Haley, Adam K. Kochanski, Ana Cortés Fité, Jan Mandel:
Assimilation of Fire Perimeters and Satellite Detections by Minimization of the Residual in a Fire Spread Model. ICCS (2) 2018: 711-723 - [i4]Angel Farguell Caus, James Haley, Adam K. Kochanski, Ana Cortés Fité, Jan Mandel:
Assimilation of fire perimeters and satellite detections by minimization of the residual in a fire spread model. CoRR abs/1804.03995 (2018) - [i3]James Haley, Angel Farguell Caus, Adam K. Kochanski, Sher Schranz, Jan Mandel:
Data Likelihood of Active Fires Satellite Detection and Applications to Ignition Estimation and Data Assimilation. CoRR abs/1808.03318 (2018) - 2012
- [c3]Jonathan D. Beezley, Mavin Martin, Paul Rosen, Jan Mandel, Adam K. Kochanski:
Data management and analysis with WRF and SFIRE. IGARSS 2012: 5274-5277 - [c2]Jan Mandel, Jonathan D. Beezley, Adam K. Kochanski, Volodymyr Y. Kondratenko, Minjeong Kim:
Assimilation of Perimeter Data and Coupling with Fuel Moisture in a Wildland Fire-Atmosphere DDDAS. ICCS 2012: 1100-1109 - [i2]Jonathan D. Beezley, Mavin Martin, Paul Rosen, Jan Mandel, Adam K. Kochanski:
Data management and analysis with WRF and SFIRE. CoRR abs/1208.1061 (2012) - 2011
- [c1]Georgi Jordanov, Jonathan D. Beezley, Nina Dobrinkova, Adam K. Kochanski, Jan Mandel, Bedrich Sousedík:
Simulation of the 2009 Harmanli Fire (Bulgaria). LSSC 2011: 291-298 - [i1]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:
A wildland fire modeling and visualization environment. CoRR abs/1111.4610 (2011)
Coauthor Index
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