Insights into Dark Matter Direct Detection Experiments: Decision Trees versus Deep Learning

Daniel E. Lopez-Fogliani, Andres D. Perez, Roberto Ruiz de Austri

The detection of Dark Matter (DM) remains a significant challenge in particle physics. This study exploits advanced machine learning models to improve detection capabilities of liq…