James Haley

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

Top Topics

Machine Learning

Weather Forecasting

Top Venues

Mach. Learn. Sci. Technol.

Publications

S. V. Venkatakrishnan, Chris M. Fancher, Maxim A. Ziatdinov, Rama K. Vasudevan, Kyle Saleeby, James Haley, Dunji Yu, Ke An, Alex Plotkowski
. Mach. Learn. Sci. Technol. 4 (2) (2023)
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 (2023)
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) (2021)
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)
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 (2018)
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)
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 (2018)