Samuel Goldman

The paper introduces a deep learning model, ICEBERG, for structural elucidation using tandem mass spectrometry, achieving high accuracy in identifying molecular structures from complex mixtures.

This paper introduces MIST, a deep learning framework for metabolite structure annotation from mass spectra, outperforming existing methods and identifying new metabolites in a disease cohort.