2 papers
astro-ph.SR2026
Review of Machine Learning Models for Solar Energetic Particle Prediction
Spiridon Kasapis, Pouya Hosseinzadeh, Kathryn Whitman +73
Solar energetic particle (SEP) events have attracted increasing attention due to their significant radiation hazards for aviation, spacecraft electronics, and human missions beyond…
cs.LG2025
Highly Imbalanced Regression with Tabular Data in SEP and Other Applications
Josias K. Moukpe, Philip K. Chan, Ming Zhang
We investigate imbalanced regression with tabular data that have an imbalance ratio larger than 1,000 ("highly imbalanced"). Accurately estimating the target values of rare instanc…