“…Complex mixtures are important in many areas of life sciences and chemistry, from the analysis of natural products , and metabolomics , to the investigation of chemical reaction mechanisms. − Due to its superior resolution and sensitivity, high-resolution mass spectrometry (MS) with an electrospray ionization source is one of the most versatile analysis methods. ,, Modern instruments detect compounds with tiny concentrations down to trace signals and can perform structure elucidation via tandem mass spectrometry experiments. This opens new ways for an in-depth understanding of complex dynamic processes, for instance, in biology and medicine. , Unfortunately, the main strengths of the method (sensitivity and resolution) result in very complex spectra, drastically increasing the interpretation time and requiring high qualification for the scientist. , As an example, less than 20% of metabolites were identified in the untargeted analysis. , It is not uncommon when ∼80% of signals remain uninterpreted in the recorded mass spectrum of reaction mixtures, biomolecular systems, natural organic matter, and others.…”