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Fiora is an in silico fragmentation algorithm for small compounds that produces simulated tandem mass spectra (MS/MS). The framework employs a graph neural network to predict bond cleavages and fragment ion intensities via edge prediction. Additionally, Fiora can estimate retention times (RT) and collision cross sections (CCS) of the compounds.
Mistle is a fast spectral search engine. It uses a fragment-indexing technique and SIMD intrinsics to match experimental MS2 spectra to large spectral libraries at a high performance.