الباحثون

Mathias Wilhelm

المنشورات 1

نسخة أولية وصول مفتوح

dIon: Fragmentation-Based Invariance for Self-Supervised Learning of Tandem Mass Spectra

Alfred Nilsson, Joel Lapin, Samuel H. Payne وآخرون · 2026

We introduce a novel invariance for peptide tandem mass spectrometry data, unlocking self-supervised representation learning that improves de novo sequencing of peptides. This invariance exploits the physical relationship between precursor properties (mass and charge) and fragment-ion evidence, without requiring peptid …

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