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2020 – today
- 2023
[i3]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)- [i2]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) - 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) - [i1]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
- [c1]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
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