2 papers
astro-ph.SR2026
Defects and Inconsistencies in Solar Flare Data Sources: Implications for Machine Learning Forecasting
Ke Hu, Kevin Jin, Victor Verma +5
Machine learning models for forecasting solar flares have been trained and evaluated using a variety of data sources, including Space Weather Prediction Center (SWPC) operational a…
math.ST2025
On the optimal prediction of extreme events in heavy-tailed time series with applications to solar flare forecasting
Victor Verma, Stilian Stoev, Yang Chen
The prediction of extreme events in time series is a fundamental problem arising in many financial, scientific, engineering, and other applications. We begin by establishing a gene…