GLACIER: Rethinking Mass Spectrum Prediction as an Object Detection Problem
GLACIER treats predicting tandem mass spectra (MS/MS) as an object detection problem, modeling molecular fragmentation as subgraph detection. It uses a transformer-based architecture to directly predict mass and intensity pairs from molecular structures in a single stage, achieving significant speedup and improved accuracy over two-stage models.