128 citations · 132 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 1 cited
Sparse Variational Contaminated Noise Gaussian Process Regression with Applications in Geomagnetic Perturbations Forecasting
Daniel Iong, Matthew McAnear, Yuezhou Qu +3
Gaussian Processes (GP) have become popular machine-learning methods for kernel-based learning on datasets with complicated covariance structures. In this paper, we present a novel…
physics.space-ph2021★ 128 cited
What Sustained Multi-Disciplinary Research Can Achieve: The Space Weather Modeling Framework
Tamas I. Gombosi, Yuxi Chen, Alex Glocer +15
MHD-based global space weather models have mostly been developed and maintained at academic institutions. While the "free spirit" approach of academia enables the rapid emergence a…
stat.AP2020★ 3 cited
Matrix Completion Methods for the Total Electron Content Video Reconstruction
Hu Sun, Zhijun Hua, Jiaen Ren +3
The total electron content (TEC) maps can be used to estimate the signal delay of GPS due to the ionospheric electron content between a receiver and satellite. This delay can resul…