29.05.2026.
Abstract
Natural Sciences
WHEN MACHINE LEARNING DOES NOT HELP: CLASSIFICATION OF RADIATION COUNTING DATA
Radiation measurements obtained with simple detectors are well described by Poisson counting statistics, where the mean count rate carries most of the relevant physical information. Here, we examine whether standard machine learning (ML) methods can improve the classification of radiation measurement scenarios beyond what can be achieved using basi...
By Jelena Delibašić, Danilo Delibašić