We also explored the potential of an unsupervised search, where an experimental IRIS spectrum is compared against the entire library, without m/z constraints. This strategy to identify molecular substructures in an unknown molecule relies on the strong spectrum-structure correlation of vibrational spectroscopy and is especially valuable for the de novo identification of metabolites not included in the library.