James Haley

11 papers Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Probabilistic Forecasting of Localized Wildfire Spread Based on Conditional Flow Matching.
CoRR
Bryan Shaddy, Haitong Qin, Brianna Binder, James Haley, Riya Duddalwar, Kyle Hilburn, Assad A. Oberai
2025 — conf
AI Agents for Enabling Autonomous Experiments at ORNL's HPC and Manufacturing User Facilities.
SC Workshops
Daniel Rosendo, Stephen Dewitt, Renan Souza, Phillipe Austria, Tirthankar Ghosal, Marshall T. McDonnell, Ross Miller, Tyler J. Skluzacek, James Haley, Bruno Turcksin, Jesse McGaha, Benjamin Mintz, Feiyi Wang, Mallikarjun Shankar, Sarp Oral, Rafael Ferreira da Silva
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
2023 J jnl
Adaptive sampling for accelerating neutron diffraction-based strain mapping
Mach. Learn. Sci. Technol.
S. V. Venkatakrishnan, Chris M. Fancher, Maxim A. Ziatdinov, Rama K. Vasudevan, Kyle Saleeby, James Haley, Dunji Yu, Ke An, Alex Plotkowski
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
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
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