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 (ICCS (2), 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)

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 (UrgentHPC@SC, 2019)

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)

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; James Haley; Derek V. Mallia; Bryan Shaddy; Assad A. Oberai; Kyle A. Hilburn (CoRR, 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)

Adaptive sampling for accelerating neutron diffraction-based strain mapping *. - S. V. Venkatakrishnan 001; Chris M. Fancher; Maxim A. Ziatdinov; Rama K. Vasudevan; Kyle Saleeby; James Haley; Dunji Yu; Ke An; Alex Plotkowski (Mach. Learn. Sci. Technol., 2023)

Generative Algorithms for Wildfire Progression Reconstruction from Multi-Modal Satellite Active Fire Measurements and Terrain Height. - 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 (CoRR, 2025)