A large-scale unified deep learning model for peptide mass spectrum interpretation trained on multimodal data

Nature Machine Intelligence 2026

View at publisher
Authors: Jiale Zhao, Pengzhi Mao, Kaifei Wang, Yiming Li, Yaping Peng, Rui Chen, S.C. Lu, Xiaohong Ji, Jiaxiang Ding, Xi Zhang, Yucheng Liao, Weinan E
+3 more Han Wen, Weijie Zhang, Hao Chi
DOI: 10.1038/s42256-026-01234-8
Cited by: 1
References: 69

Fields of Study & Subjects

Advanced Proteomics Techniques and Applications Machine Learning in Bioinformatics RNA and protein synthesis mechanisms

Publication details

Journal / source
Nature Machine Intelligence
Publisher
Springer Science and Business Media LLC
Volume
8
Issue
6
Pages
997–1011
Publication date
25 May 2026
Language
EN