Hilburn, Kyle

1. Generative Algorithms for Fusion of Physics-Based Wildfire Spread Models with Satellite Data for Initializing Wildfire Forecasts
   2023/09/05 by Shaddy, Bryan, Ray, Deep, Farguell, Angel +7 · 4 citations
   #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
2. SRViT: Vision Transformers for Estimating Radar Reflectivity from Satellite Observations at Scale
   2024/06/20 by Stock, Jason, Hilburn, Kyle, Ebert-Uphoff, Imme +1 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
3. CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences -- Version 1
   2021/06/17 by Imme Ebert‐Uphoff, Ryan Lagerquist, Ebert-Uphoff, Imme +12 · 1 citation
   Computer Science · Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Physics and Python Applications #Data Analysis with R #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations