African Institute for Mathematical Sciences
Cape Town, South Africa · 5 authors
African Institute for Mathematical Sciences (Cape Town, South Africa): 5 authors and 6 papers in the de novo peptide sequencing catalog.
Departments
- AIMS South Africa
Papers (6)
- Learning from tandem mass spectra at scale with a self-supervised foundation model for proteomics (2026, bioRxiv)
- INSearch: AI-native framework for large scale proteomic database search via contrastive joint embeddings and transformer-based scoring function (2026)
- Sparse Autoencoders for Interpretability of InstaNovo (2026)
- Diffusion-based Foundation Model For Mass Spectrometry Via Self-Supervised Learning on Unlabelled Data (2026)
- Advancing De Novo Glycopeptide Sequencing with InstaNovo in Glycoproteomics (2025)
- Enhancing Peptide Mass Spectra Encoder through Pretraining using Contrastive Predictive Coding (2024)