← Search

Wout Bittremieux

2 accepted papers

2024

MassSpecGym: A benchmark for the discovery and identification of molecules

NeurIPS 2024spotlight

The discovery and identification of molecules in biological and environmental samples is crucial for advancing biomedical and chemical sciences. Tandem mass spectrometry (MS/MS) is the leading technique for high-throughput elucidation of molecular structures. However, decoding a molecular structure…

2022

De novo mass spectrometry peptide sequencing with a transformer model

ICML 2022spotlight

Tandem mass spectrometry is the only high-throughput method for analyzing the protein content of complex biological samples and is thus the primary technology driving the growth of the field of proteomics. A key outstanding challenge in this field involves identifying the sequence of amino acids -th…