Kyle Hilburn
Orcid: 0000-0002-2078-9884
According to our database1,
Kyle Hilburn
authored at least 18 papers
between 2003 and 2024.
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Bibliography
2024
SRViT: Vision Transformers for Estimating Radar Reflectivity from Satellite Observations at Scale.
CoRR, 2024
2023
Deep Learning for Precipitation Retrievals Using ABI and GLM Measurements on the GOES-R Series.
IEEE Trans. Geosci. Remote. Sens., 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
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks.
CoRR, 2022
2021
Machine Learning Estimation of Fire Arrival Time from Level-2 Active Fires Satellite Data.
Remote. Sens., 2021
CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences - Version 1.
CoRR, 2021
Simple finite elements and multigrid for efficient mass-consistent wind downscaling in a coupled fire-atmosphere model.
CoRR, 2021
2020
Evaluation, Tuning and Interpretation of Neural Networks for Meteorological Applications.
CoRR, 2020
Development and Interpretation of a Neural Network-Based Synthetic Radar Reflectivity Estimator Using GOES-R Satellite Observations.
CoRR, 2020
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
Tropical Cyclone Rainfall Estimates from FY-3B MWRI Brightness Temperatures Using the WS Algorithm.
Remote. Sens., 2018
2016
IEEE Trans. Geosci. Remote. Sens., 2016
2014
Upper ocean salinity stratification and rain freshening in the tropics observed from Aquarius.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
A newly revived Satellite-based Global air-sea Surface Turbulent Fluxes dataset and its dependence on the SSM/I brightness temperature.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003