NNuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment3/23/2026Enhancing isotope identification in GEM detectors: Deep learning-based novel 1D CNN architecture for classification of energy dispersion spectraAlgirdas Lazauskas·Sigitas Tamulevičius·Muhammad Usman Uraf Ishafaq·Brigita AbakevičienėRead at Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated EquipmentTagsRadiation Detection and Scintillator TechnologiesRadiation