James Haley
Orcid: 0000-0002-9023-3048
According to our database1,
James Haley authored at least 10 papers
between 2018 and 2026.
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Bibliography
2026
Probabilistic Forecasting of Localized Wildfire Spread Based on Conditional Flow Matching.
CoRR, March, 2026
2025
Generative Algorithms for Wildfire Progression Reconstruction from Multi-Modal Satellite Active Fire Measurements and Terrain Height.
CoRR, June, 2025
AI Agents for Enabling Autonomous Experiments at ORNL's HPC and Manufacturing User Facilities.
Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, 2025
2023
Adaptive sampling for accelerating neutron diffraction-based strain mapping <sup>*</sup>.
Mach. Learn. Sci. Technol., June, 2023
Generative Algorithms for Fusion of Physics-Based Wildfire Spread Models with Satellite Data for Initializing Wildfire Forecasts.
CoRR, 2023
Building a Fuel Moisture Model for the Coupled Fire-Atmosphere Model WRF-SFIRE from Data: From Kalman Filters to Recurrent Neural Networks.
CoRR, 2023
2021
Machine Learning Estimation of Fire Arrival Time from Level-2 Active Fires Satellite Data.
Remote. Sens., 2021
2019
An Interactive Data-Driven HPC System for Forecasting Weather, Wildland Fire, and Smoke.
Proceedings of the 2019 IEEE/ACM HPC for Urgent Decision Making, 2019
2018
Data Likelihood of Active Fires Satellite Detection and Applications to Ignition Estimation and Data Assimilation.
CoRR, 2018
Assimilation of Fire Perimeters and Satellite Detections by Minimization of the Residual in a Fire Spread Model.
Proceedings of the Computational Science - ICCS 2018, 2018