Jemma Daniel

3 papers in the catalog · UK

Jemma Daniel: 3 papers in the catalog · UK · InstaDeep Ltd · Works on InstaNexus, InstaNovo, InstaNovo-FM

Affiliations

InstaDeep Ltd

Elsewhere

Papers

Learning from tandem mass spectra at scale with a self-supervised foundation model for proteomics (2026, bioRxiv)
Generalizable Direct Protein Sequencing With InstaNexus (2026, Molecular & Cellular Proteomics)
De novo peptide sequencing rescoring and FDR estimation with Winnow (2025, arXiv)

Theses supervised (2)

Sparse Autoencoders for Interpretability of InstaNovo (2026), by Mohammed Esameldin Adam Nagi
Diffusion-based Foundation Model For Mass Spectrometry Via Self-Supervised Learning on Unlabelled Data (2026), by Vicent Mwanda

Methods and tools

InstaNexus, InstaNovo, InstaNovo-FM, Winnow

Co-authors (22)

Ranked by Newman fractional collaboration strength, so a pair on a two-author paper counts for more than a pair on a 50-author consortium paper.

Jeroen Van Goey strength 0.27, 3 shared
Konstantinos Kalogeropoulos strength 0.27, 3 shared
Timothy P. Jenkins strength 0.27, 3 shared
Kevin Eloff strength 0.20, 2 shared
Nicolas Lopez Carranza strength 0.20, 2 shared
Rachel Catzel strength 0.20, 2 shared
Erwin M. Schoof strength 0.18, 2 shared
Alberto Santos strength 0.16, 2 shared
Marco Reverenna strength 0.16, 2 shared
Amandla Mabona strength 0.11, 1 shared
Henrik Servais Janssen Knudsen strength 0.11, 1 shared
Divanisha Patel strength 0.09, 1 shared
Isaac H.J. Houngue strength 0.09, 1 shared
Mechiel Nieuwoudt strength 0.09, 1 shared
Andreas Hougaard Laustsen strength 0.07, 1 shared
Anne Ljungars strength 0.07, 1 shared
Darian Stephan Wolff strength 0.07, 1 shared
Elpida Lytra strength 0.07, 1 shared
Maike Wennekers Nielsen strength 0.07, 1 shared
Marie V. Lukassen strength 0.07, 1 shared
Pasquale D. Colaianni strength 0.07, 1 shared
Suthimon Thumtecho strength 0.07, 1 shared

Seen in the charts

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