Kyle Hilburn - RankMe

14 papers C 4Journal 9Unranked 1

Year	Rank	Type	Title / 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	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
2025	J	`jnl`	Transparent Machine Learning: Training and Refining an Explainable Boosting Machine to Identify Overshooting Tops in Satellite Imagery. CoRR Nathan Mitchell, Lander Ver Hoef, Imme Ebert-Uphoff, Kristina Moen, Kyle Hilburn, Yoonjin Lee, Emily J. King
2024	J	`jnl`	SRViT: Vision Transformers for Estimating Radar Reflectivity from Satellite Observations at Scale. CoRR Jason Stock, Kyle Hilburn, Imme Ebert-Uphoff, Charles W. Anderson
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
2022	J	`jnl`	Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks. CoRR Akansha Singh Bansal, Yoonjin Lee, Kyle Hilburn, Imme Ebert-Uphoff
2021	J	`jnl`	CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences - Version 1. CoRR Imme Ebert-Uphoff, Ryan Lagerquist, Kyle Hilburn, Yoonjin Lee, Katherine Haynes, Jason Stock, Christina Kumler, Jebb Q. Stewart
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
2021	J	`jnl`	Simple finite elements and multigrid for efficient mass-consistent wind downscaling in a coupled fire-atmosphere model. CoRR Jan Mandel, Angel Farguell, Adam K. Kochanski, Derek V. Mallia, 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
2014	C	`conf`	Upper ocean salinity stratification and rain freshening in the tropics observed from Aquarius. IGARSS Thomas Meissner, Frank Wentz, Joel Scott, Kyle Hilburn
2012	C	`conf`	The Aquarius salinity retrieval algorithm. IGARSS Thomas Meissner, Frank Wentz, Kyle Hilburn, Gary S. E. Lagerloef, David M. Le Vine
2011	C	`conf`	A newly revived Satellite-based Global air-sea Surface Turbulent Fluxes dataset and its dependence on the SSM/I brightness temperature. IGARSS Chung-Lin Shie, Kyle Hilburn
2003	C	`conf`	Rain effects on SeaWinds data. IGARSS Kyle Hilburn, Frank Wentz, Carl A. Mears