Kyle Hilburn

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 7

Top Topics

Convex Loss Functions

Computationally Tractable

Top Venues

Publications

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