Carafe2 enables high quality in silico spectral library generation for timsTOF data-independent acquisition proteomics
Bo Wen, Jassir Páez, Chris Hsu, Daniele Canzani, Alexis T. Chang, Nicholas Shulman, Brendan MacLean, Matthew D. Berg, Judit Villén, William E. Fondrie, Lindsay K. Pino, Michael J. MacCoss, William Stafford Noble
Carafe2 generates high-quality in silico spectral libraries for timsTOF DIA proteomics by fine-tuning deep learning models on DIA data, outperforming DDA-trained models in multiple applications.
bioRxiv · Mar 31, 2026 · PreprintBioinformatics