DiNovo

algorithm · Transformer (AR)

DiNovo: algorithm · Transformer (AR). Mirror proteases + DL

Mirror proteases + DL

Kind	algorithm
Deep learning	yes
Acquisition	DDA
Family	Transformer (AR)

Code

• https://github.com/YanFuGroup/DiNovo

Live stars, open issues and last-push figures are on the Code activity chart.

Papers describing it (2)

• DiNovo: high-coverage, high-confidence de novo peptide sequencing using mirror proteases and deep learning (2025, bioRxiv, preprint)
• DiNovo enables high-coverage and high-confidence de novo peptide sequencing via mirror proteases and deep learning (2026, Nature Communications, peer-reviewed)

Authors (18)

Zixuan Cao, Xueli Peng, Di Zhang, Piyu Zhou, Li Kang, Hao Chi, Ruitao Wu, Zhiyuan Cheng, Yao Zhang, Jiaxing Dai, Yanchang Li, Lijin Yao, Xinming Li, Jinghan Yang, Haipeng Wang, Ping Xu, Yan Fu, Yaoyu He

Seen in the charts

• The architectures
• Code activity
• Models and the authors behind them

Back to the full map