AI RESEARCH

Uncertainty-Aware Solar Flare Regression

arXiv CS.LG

ArXi:2603.06712v1 Announce Type: cross Current solar flare predictions often lack precise quantification of their reliability, resulting in frequent false alarms, particularly when dealing with datasets skewed towards extreme events. To improve the trustworthiness of space weather forecasting, it is crucial to establish confidence intervals for model predictions.