PowerNovo

algorithm · Transformer (AR)

PowerNovo: algorithm · Transformer (AR). Transformer + BERT ensemble

Transformer + BERT ensemble

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

Code

• https://github.com/protdb/PowerNovo

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

Papers

• PowerNovo: de novo peptide sequencing via tandem mass spectrometry using an ensemble of transformer and BERT models (2024, Scientific Reports, peer-reviewed)

Authors (8)

Denis V. Petrovskiy, Kirill S. Nikolsky, Liudmila I. Kulikova, Vladimir R. Rudnev, Tatiana V. Butkova, Kristina A. Malsagova, Arthur T. Kopylov, Anna L. Kaysheva

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