Workflows and published examples of successfully annotated unknown compounds are included. Keywords: tandem mass spectrometry; library search; in silico fragmentation; high resolution mass spectrometry; compound identification; metabolomics 1. Introduction Metabolomics is the comprehensive study of small ...