Kevin Eloff

7 papers in the catalog · UK

Kevin Eloff: 7 papers in the catalog · UK · InstaDeep Ltd · Works on AI-model database search framework, InstaNovo, InstaNovo+

Affiliations

InstaDeep Ltd

Elsewhere

ORCID 0000-0003-1355-8743 · OpenAlex

Papers

Learning from tandem mass spectra at scale with a self-supervised foundation model for proteomics (2026, bioRxiv)
InstaNovo-P: a de novo peptide sequencing model for phosphoproteomics (2026, Nature Communications)
A Framework for Database Search with AI Models in Mass Spectrometry-Based Proteomics (2026, Journal of Proteome Research)
De novo peptide sequencing rescoring and FDR estimation with Winnow (2025, arXiv)
InstaNovo-P: A de novo peptide sequencing model for phosphoproteomics (2025, bioRxiv)
InstaNovo enables diffusion-powered de novo peptide sequencing in large-scale proteomics experiments (2025, Nature Machine Intelligence)
De novo peptide sequencing with InstaNovo: Accurate, database-free peptide identification for large scale proteomics experiments (2023, bioRxiv)

Theses supervised (1)

Enhancing Peptide Mass Spectra Encoder through Pretraining using Contrastive Predictive Coding (2024), by Abel Legese Shibiru

Methods and tools

AI-model database search framework, InstaNovo, InstaNovo+, InstaNovo-FM, InstaNovo-P, Winnow

Co-authors (36)

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 0.76, 7 shared
Konstantinos Kalogeropoulos strength 0.76, 7 shared
Timothy P. Jenkins strength 0.76, 7 shared
Nicolas Lopez Carranza strength 0.43, 6 shared
Rachel Catzel strength 0.37, 5 shared
Amandla Mabona strength 0.34, 5 shared
Erwin M. Schoof strength 0.34, 5 shared
Jemma Daniel strength 0.20, 2 shared
Andreas Hougaard Laustsen strength 0.12, 2 shared
Anne Ljungars strength 0.12, 2 shared
Jakob Berg Jespersen strength 0.12, 2 shared
Karim Beguir strength 0.12, 2 shared
Marcin J. Skwark strength 0.12, 2 shared
Oliver Morell strength 0.12, 2 shared
Sam P. B. van Beljouw strength 0.12, 2 shared
Stan J. J. Brouns strength 0.12, 2 shared
Ulrich auf dem Keller strength 0.12, 2 shared
Wesley Williams strength 0.12, 2 shared
Annekatrine Kirketerp-Møller strength 0.11, 2 shared
Chiara Francavilla strength 0.11, 2 shared
Henrik Servais Janssen Knudsen strength 0.11, 1 shared
Ida Sofie Goldschmidt strength 0.11, 2 shared
Jennifer Ferguson strength 0.11, 2 shared
Jesper Lauridsen strength 0.11, 2 shared
Lennart Martens strength 0.11, 2 shared
Pathmanaban Ramasamy strength 0.11, 2 shared
Paul Fullwood strength 0.11, 2 shared
Sam van Puyenbroeck strength 0.11, 2 shared
Tine Claeys strength 0.11, 2 shared
Vahap Canbay strength 0.11, 2 shared
Alberto Santos strength 0.09, 1 shared
Divanisha Patel strength 0.09, 1 shared
Isaac H.J. Houngue strength 0.09, 1 shared
Marco Reverenna strength 0.09, 1 shared
Mechiel Nieuwoudt strength 0.09, 1 shared
Esperanza Rivera-de-Torre strength 0.06, 1 shared

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