Liquid Scintillator Detector

Liquid scintillator detectors are large-scale instruments used in neutrino physics experiments to detect and analyze low-energy events, primarily focusing on neutrino interactions and rare decay processes like neutrinoless double beta decay. Current research emphasizes improving energy resolution and background rejection through advanced machine learning techniques, such as deep neural networks and boosted decision trees, often incorporating sophisticated feature engineering and spatiotemporal analysis to enhance signal identification. These advancements are crucial for increasing the sensitivity of experiments searching for physics beyond the Standard Model and refining our understanding of neutrino properties.